{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing in-frame appears distinctly abnormal."}], "videos": ["ecva/normal_video/1288_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "No anomaly is shown yet in this video."}], "videos": ["ecva/after_incident/866_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this video. One night, two groups, driven by animosity, gathered in a commercial district for a brawl, armed with various tools. Patrolling police arrived in time to stop their illegal activities. Unfortunately, one person was stabbed with a knife and later died despite rescue efforts. All participants will face legal consequences."}], "videos": ["ecva/abnormal_video/20_00000050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "An irregular event occurs in this scene. The person wearing orange clothes entered the warehouse, scanned the code, took the items from the warehouse, placed them in a yellow box, and finally took them away in a black sedan."}], "videos": ["ecva/abnormal_video/837_01000144.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip contains an abnormal event. The man with black clothes and bald glasses failed to open the glass door of the residence with a dagger, and had a conversation with the facial recognition system."}], "videos": ["ecva/abnormal_video/1668_00000016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/1595_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this clip so far."}], "videos": ["ecva/normal_video/954_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. Because black people got out of the parking space and attacked drivers of other vehicles."}], "videos": ["ecva/abnormal_video/2027_00000101.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "The scene contains unsafe event. The escalator speeds up without warning, causing passengers to lose balance and fall down quickly."}], "videos": ["ecva/abnormal_video/1013_00010010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/1345_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "An irregular event occurs in this scene. The boy saw a child at the bottom of the swimming pool and called for an adult to pick up the child."}], "videos": ["ecva/abnormal_video/1727_00000030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "This clip includes unusual activity. White SUV flies into the river."}], "videos": ["ecva/abnormal_video/1621_00180021.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. The video mentions possible complications after thyroid cancer surgery but does not detail the specific complications and outcomes."}], "videos": ["ecva/abnormal_video/272_00000103.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "There is unusual activity in this video. \"The support beams in the basement have multiple cracks.\"."}], "videos": ["ecva/abnormal_video/732_00150020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. One person operates a forklift and the other drives a white pickup truck.The forklift operator knocks the ATM off the platform and the two load it into the truck bed.The operator takes the money and flees."}], "videos": ["ecva/abnormal_video/922_00000124.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this clip so far."}], "videos": ["ecva/normal_video/927_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This clip contains an abnormal event. Robbers fight with store owner in store, little girl fights off robbers with baseball."}], "videos": ["ecva/abnormal_video/849_00060036.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The video shows abnormal behavior. Due to global climate change, summer temperatures in the Arctic have hit new highs again, affecting wildlife."}], "videos": ["ecva/abnormal_video/1132_00000041.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "This video contains irregular activity. A collection of cargo loss caused by ship tilting, and loss caused by driver error."}], "videos": ["ecva/abnormal_video/1731_00001516.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No clearly abnormal incident is shown happening in this clip."}], "videos": ["ecva/normal_video/972_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "No anomaly is shown yet in this video."}], "videos": ["ecva/after_incident/967_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "So far, no abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/1559_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The scene shows routine activity with no obvious abnormal moment."}], "videos": ["ecva/normal_video/735_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/543_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/2065_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No clearly suspicious activity has occurred in this clip so far."}], "videos": ["ecva/normal_video/739_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/60_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "The clip shows typical behavior with nothing notably abnormal."}], "videos": ["ecva/normal_video/870_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No clearly abnormal incident is shown happening in this clip."}], "videos": ["ecva/normal_video/410_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/507_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/1397_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal activity is present in this video. Fireworks falling back to the ground ignite trucks stacking fireworks."}], "videos": ["ecva/abnormal_video/1756_00000115.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/827_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/809_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "The video does not appear to show an obvious anomaly."}], "videos": ["ecva/normal_video/693_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "Abnormal activity is present in this video. As the white car started to leave the intersection, the driver also threw something back at the black car."}], "videos": ["ecva/abnormal_video/5_00220027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This scene contains irregular behavior. The victim rushed towards the criminal, and the two first fought on the table. The surrounding staff separated the two and pinned them to the ground."}], "videos": ["ecva/abnormal_video/869_00000062.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/612_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "The scene contains unsafe event. Retrograde vehicles were hit by two police cars."}], "videos": ["ecva/abnormal_video/1807_00000038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip contains an abnormal event. Due to global climate change, glaciers crack and melt, with the runoff flowing into the ocean."}], "videos": ["ecva/abnormal_video/1124_00000016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/304_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "This video is abnormal. The video analyzes the problems that may occur in the WB experiment, including unsatisfactory results due to improper antibody selection."}], "videos": ["ecva/abnormal_video/286_00000410.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. Two black men were swimming in the pool when the earthquake struck.The swimmers were repeatedly hit by the waves caused by the earthquake, making it difficult to breathe."}], "videos": ["ecva/abnormal_video/1147_00000021.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/1679_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/681_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/91_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "So far, no abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/1594_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "There is an abnormal event in this scene. Plastic waste from agricultural production, such as mulch films, is carelessly discarded everywhere."}], "videos": ["ecva/abnormal_video/1099_00000113.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this video yet."}], "videos": ["ecva/normal_video/576_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "The scene does not seem to show a clear abnormal incident."}], "videos": ["ecva/normal_video/302_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No irregular activity is shown occurring in this video."}], "videos": ["ecva/after_incident/413_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "So far, no abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/1767_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "No suspicious behavior is shown taking place on-screen."}], "videos": ["ecva/after_incident/1845_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No obvious abnormal event has happened in this clip yet."}], "videos": ["ecva/normal_video/1082_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Abnormal gray or abnormal dark brown parts on rice indicate infection by a disease."}], "videos": ["ecva/abnormal_video/411_00110125.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "There is an abnormal event in this scene. The segment between 1 minute and 2 minutes and 20 seconds discusses the various complications that can arise after surgery and the importance of early identification and treatment."}], "videos": ["ecva/abnormal_video/295_00100210.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "This video contains irregular activity. The video delves into the melamine scandal and its effects on the milk powder industry."}], "videos": ["ecva/abnormal_video/387_06300680.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/167_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "The clip looks ordinary, with no clear abnormal activity visible."}], "videos": ["ecva/normal_video/1795_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "A concerning event occurs in this clip. Riots on the chaotic streets of France."}], "videos": ["ecva/abnormal_video/1892_00000231.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This clip contains an abnormal event. The photographer looks outside, seeing severe air pollution with PM2.5 levels far exceeding the limit. A flashlight beam creates a bright column of light through the polluted air."}], "videos": ["ecva/abnormal_video/1102_00000030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "There is unusual activity in this video. The robbers entered the jewelry store and stole the jewelry."}], "videos": ["ecva/abnormal_video/1501_00000025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/1577_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This video is abnormal. Extreme environmental terrorists destroy famous paintings."}], "videos": ["ecva/abnormal_video/1979_00180045.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/2027_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "This scene contains irregular behavior. The left front car suddenly changed direction, causing a vehicle collision, and the vehicle flipped over and fell face down on the road."}], "videos": ["ecva/abnormal_video/1292_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "This video contains irregular activity. An exploration of various safety incidents on subway tracks, including the direct and indirect consequences on subway operations."}], "videos": ["ecva/abnormal_video/143_00000130.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/712_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/1278_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/1418_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal behavior. The image captures a traffic accident involving a white sedan and a black SUV at an intersection. The two vehicles have collided and come to a stop in the middle of the road, with other vehicles visible in the background. A police car has arrived on the scene and is parked behind the accident, suggesting that law enforcement is investigating the incident. The intersection is equipped with traffic signals, but their current state is unclear."}], "videos": ["ecva/abnormal_video/520_00310202.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "No clear abnormal moment has appeared yet."}], "videos": ["ecva/after_incident/218_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "The video shows abnormal behavior. Video serves as a retrospective on the beginning of the pandemic, capturing collective memories and sentiments."}], "videos": ["ecva/abnormal_video/312_00030025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "This clip is abnormal. The car violated the signal light and ran a red light."}], "videos": ["ecva/abnormal_video/1584_00120019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "This clip contains an abnormal event. The completely undefended house was burglarized at night."}], "videos": ["ecva/abnormal_video/1639_00510108.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "There has not been a clearly abnormal moment in this clip yet."}], "videos": ["ecva/normal_video/1663_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No clearly suspicious behavior is shown taking place, as far as can be seen."}], "videos": ["ecva/normal_video/697_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No clear anomaly has appeared in this video yet."}], "videos": ["ecva/normal_video/2059_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/519_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "This clip is abnormal. Rice blown down."}], "videos": ["ecva/abnormal_video/403_00540119.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip depicts abnormal activity. After being identified by a woman for theft, a black male thief assaulted the identified person and robbed her phone, then threw the identified person off the bus."}], "videos": ["ecva/abnormal_video/1288_00320131.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "The video shows abnormal activity. Four thieves broke through the house doors and cameras during the day and entered the room,."}], "videos": ["ecva/abnormal_video/1253_00020124.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. Fire in the factory area building."}], "videos": ["ecva/abnormal_video/1688_00110055.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "At this point, no clearly abnormal event appears to have happened."}], "videos": ["ecva/normal_video/523_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "This video is abnormal. This video introduces how medications have side effects that can be mistaken for symptoms of old age or worsening of existing conditions."}], "videos": ["ecva/abnormal_video/222_00230124.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This video contains irregular activity. Leaves turn yellow, rot, soften, and become bent and damaged."}], "videos": ["ecva/abnormal_video/480_00250050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The video shows abnormal activity. This video describes a surgical emergency bleeding risk vocal cord nerve the parathyroid gland."}], "videos": ["ecva/abnormal_video/234_00330144.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The clip shows an abnormal incident. Succulents with sooty mold disease have the leaf undersides turning black with many fine black spots."}], "videos": ["ecva/abnormal_video/422_01400332.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/1783_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. The video explores the cultural aspects of Indian food hygiene and safety."}], "videos": ["ecva/abnormal_video/340_04500550.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/786_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/585_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/810_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "No clear anomaly is shown in this clip."}], "videos": ["ecva/normal_video/973_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No clear anomaly is shown in this clip."}], "videos": ["ecva/normal_video/707_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal behavior. The video discusses the cultural practice of foot processing food and its health implications."}], "videos": ["ecva/abnormal_video/395_06000650.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "An anomaly is present in this clip. This video is expected to provide information on the complications associated with thyroid surgery and how they are addressed, but specific segment details are not provided."}], "videos": ["ecva/abnormal_video/267_00100156.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No unusual activity is shown occurring in this scene."}], "videos": ["ecva/after_incident/498_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This video appears normal overall, with nothing clearly abnormal shown."}], "videos": ["ecva/normal_video/616_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "There is an abnormal event in this scene. Two white clothed men with hats and beards left after committing theft."}], "videos": ["ecva/abnormal_video/791_00040016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "So far, nothing stands out as clearly abnormal in this clip."}], "videos": ["ecva/normal_video/1688_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/794_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/1090_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "This video shows a concerning incident. Climate introduction of Deforestation from National Geographic."}], "videos": ["ecva/abnormal_video/577_00000247.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This scene includes unusual behavior. A factory explosion releases thick black smoke into the sky, turning it a murky shade of grayish-red."}], "videos": ["ecva/abnormal_video/1074_00330040.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This clip depicts abnormal activity. The wave was so big,and the bridge was a bit old.The bridge was torn apart by the wave."}], "videos": ["ecva/abnormal_video/1172_00000011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/96_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This video shows a concerning incident. Record of illegal and illegal driving of white trucks captured by rear vehicles."}], "videos": ["ecva/abnormal_video/1443_00000009.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip is abnormal. Red sedans slowly retrograde on interstate highways."}], "videos": ["ecva/abnormal_video/1793_00200038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "This scene is abnormal. \"The tower fell in the wrong direction, crushing the high-voltage power poles and buildings nearby.\"."}], "videos": ["ecva/abnormal_video/692_00140028.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal activity. This video shows that Dr. Mark Ghalili was shocked by how much he didn't know about a medication he was taking that, at one point, he thought would kill him."}], "videos": ["ecva/abnormal_video/210_00100220.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "An irregular event occurs in this scene. Overtaking and changing lanes resulted in vehicle collisions, and pedestrians crossing the road were also hit by vehicles."}], "videos": ["ecva/abnormal_video/1583_00000133.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/1953_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/287_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip includes unusual activity. A retrograde vehicle crashed and ran off the road."}], "videos": ["ecva/abnormal_video/2103_00000017.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No clear anomaly has appeared in this clip yet."}], "videos": ["ecva/normal_video/1344_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "There is nothing notably abnormal shown in this scene."}], "videos": ["ecva/normal_video/643_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "An abnormal event occurs in this video. The robber entered the vehicle through a hole in the top of the vehicle."}], "videos": ["ecva/abnormal_video/774_01380203.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. 0017,0027."}], "videos": ["ecva/abnormal_video/1081_00170027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip contains an irregular incident. Something happened to the little boy and the silver backed gorilla in the pool."}], "videos": ["ecva/abnormal_video/1849_00000035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "An irregular event occurs in this scene. Thieves engage in vehicle theft in the parking lot at night."}], "videos": ["ecva/abnormal_video/1940_00270032.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/1341_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/842_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This scene contains irregular behavior. Two robbers dressed in dark clothes, one armed with a machete and the other with a stick, tried to rob a store. The store owner fought them off with a long sword."}], "videos": ["ecva/abnormal_video/894_00000042.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Something unusual happens in this video. Thieves enter the store and steal motorcycles."}], "videos": ["ecva/abnormal_video/2003_00000038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "At this point, no clearly abnormal event appears to have happened."}], "videos": ["ecva/normal_video/411_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "This video is abnormal. The image depicts a traffic accident involving a silver sports car that has rolled over and sustained severe damage. The car's front and side are heavily impacted, with broken glass, twisted metal, and missing parts visible. The car's color is silver, with gold-colored wheel rims."}], "videos": ["ecva/abnormal_video/522_00460222.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "An abnormal event occurs in this video. A fire broke out in a building in Tianjin, and firefighters arrived to put out the fire."}], "videos": ["ecva/abnormal_video/1683_00000046.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No clearly suspicious behavior is shown taking place, as far as can be seen."}], "videos": ["ecva/normal_video/1953_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This video contains an abnormal event. This video exposes the harmful effects of diety water and hopes to raise public awareness of this issue."}], "videos": ["ecva/abnormal_video/602_00000050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "This clip includes unusual activity. The blonde woman saved a white eyed wolf child and fought with the robber, but the child remained indifferent while hiding and watching."}], "videos": ["ecva/abnormal_video/1372_00000154.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. Graffiti was done on the walls next to the street at night."}], "videos": ["ecva/abnormal_video/2026_00000027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The scene contains unsafe event. Two cars had a dispute at the intersection. The driver of the white car angrily got out and argued with the driver of the car in the video. Afterward, the white car's driver returned to their vehicle to drive away but nearly hit the video car's driver in the process."}], "videos": ["ecva/abnormal_video/14_00040035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "The video shows abnormal activity. The video highlights concerns about plastic contamination in food and safety."}], "videos": ["ecva/abnormal_video/350_04500550.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. Wild animals choose to attack humans when they try to get close to them, causing them to be harmed and afraid."}], "videos": ["ecva/abnormal_video/1307_00000958.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. The image captures a nighttime highway accident involving two vehicles - a blue car traveling leftwards with its headlights on and a black car that has apparently lost control and rolled over, resting on its side near the edge of the road. There are visible collision marks and smoke between the cars, indicating the severity of the impact."}], "videos": ["ecva/abnormal_video/516_00010053.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No clearly unusual activity is visible in this scene."}], "videos": ["ecva/normal_video/360_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip is abnormal. Discussing the validity of new outbreak rumors and public response."}], "videos": ["ecva/abnormal_video/311_30003300.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "The video shows abnormal activity. Attacking the owner at the entrance of Bao'an Community."}], "videos": ["ecva/abnormal_video/2076_00100035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "An anomaly is present in this clip. Car accident caused by running a red light."}], "videos": ["ecva/abnormal_video/1622_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/257_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/211_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal incident is shown at this time."}], "videos": ["ecva/after_incident/532_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "The clip shows typical behavior with nothing notably abnormal."}], "videos": ["ecva/normal_video/947_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "The video shows abnormal behavior. Detailed coverage of the flooding in Islington with interviews from affected residents and officials."}], "videos": ["ecva/abnormal_video/137_00000020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. The video shows smoke and flames emerging from the trunk of the Mercedes, followed by a fire spreading to the rest of the vehicle, causing panic."}], "videos": ["ecva/abnormal_video/957_00010020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The scene does not seem to show a clear abnormal incident."}], "videos": ["ecva/normal_video/341_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. A car suddenly swerves into another lane without warning, causing an immediate collision with a vehicle in that lane. The impact causes surrounding vehicles to brake sharply, leading to further minor collisions."}], "videos": ["ecva/abnormal_video/493_00010051.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "The scene contains unsafe event. The video shows the anxious waiting process of passengers when the elevator stops, as well as the scene of rescue personnel arriving to rescue them."}], "videos": ["ecva/abnormal_video/104_00400150.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/1805_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "This video is abnormal. Zero yuan shopping site in the United States."}], "videos": ["ecva/abnormal_video/2070_00000058.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/1739_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This scene includes unusual behavior. Crowds gather in large numbers, seeming to have some kind of activity."}], "videos": ["ecva/abnormal_video/1948_00000108.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/14_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This video contains irregular activity. A bald man who has never hit a man with thick hair."}], "videos": ["ecva/abnormal_video/1669_00530116.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/1706_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. The child was arrested by the police."}], "videos": ["ecva/abnormal_video/2066_00590125.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing in-frame appears distinctly abnormal."}], "videos": ["ecva/normal_video/692_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "So far, no abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/912_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This video contains irregular activity. Two cars ran a red light one after another, and the other car crashed."}], "videos": ["ecva/abnormal_video/1574_00030030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This video shows a concerning incident. The victim was seen driving into the gas station and began to fill up his tank. Shortly after, a red sedan drove into the gas station and two men got out with a handgun and an assault rifle. They began shooting at the victim and chasing him around the gas station. Shooting and killing a man in broad daylight."}], "videos": ["ecva/abnormal_video/865_00000072.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/983_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/680_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "Something unusual happens in this video. After the police officer signaled the black car to pull over and approached to inspect, the driver suddenly fired at the officer from inside the car. The officer quickly took cover behind the car and returned fire. Another officer on the opposite side also fired into the vehicle, successfully hitting the driver, who then collapsed out of the car."}], "videos": ["ecva/abnormal_video/94_00230054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The video shows abnormal behavior. The image depicts a severe traffic accident involving a silver sedan that has completely flipped over and landed on its roof, with its body severely deformed and parts scattered around. Another vehicle is visible to the right of the sedan, with its front end badly damaged and resting against a roadside barrier."}], "videos": ["ecva/abnormal_video/538_00300212.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/478_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/652_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. A man in red clothes was walking on the street and suddenly shot in front of him. After shooting, the man quickly ran away, and pedestrians also fled in all directions. Then another man ran out from the corner, took out a gun and fought back."}], "videos": ["ecva/abnormal_video/899_00000047.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/1465_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/61_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "This scene contains irregular behavior. The crowd on the square watched a spectacular fireworks display."}], "videos": ["ecva/abnormal_video/1312_00000054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No anomaly is shown yet in this video."}], "videos": ["ecva/after_incident/1710_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "An anomaly is present in this clip. \"A string of red explosive red light appeared in the center of the building from the bottom upwards, and then smoke came out from the bottom of the building, three columns in the middle of the building tipped over, and then the whole building also began to collapse\"."}], "videos": ["ecva/abnormal_video/708_00030019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "Something unusual happens in this video. Cabbage moths crawl on leaves.Leaves have irregular holes from feeding."}], "videos": ["ecva/abnormal_video/479_01020119.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No clearly unusual activity is visible in this scene."}], "videos": ["ecva/normal_video/900_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "A concerning event occurs in this clip. \"The cracks caused severe water seepage.\"."}], "videos": ["ecva/abnormal_video/738_02050410.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/740_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Two armed robbers walked into the convenience store, one wearing a hat and the other wearing a mask. But the people in the store quickly fired back. The two armed robbers were frightened and quickly fled."}], "videos": ["ecva/abnormal_video/927_00260105.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/703_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "This scene is abnormal. Many violent elements threw flames at police and police cars, causing vehicle damage and police injuries."}], "videos": ["ecva/abnormal_video/872_00000054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/72_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "A concerning event occurs in this clip. A large number of plastic items are floating on the ocean surface."}], "videos": ["ecva/abnormal_video/1090_00000011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This scene includes unusual behavior. The footage captures the scale of the collapse and the subsequent response efforts to manage the situation."}], "videos": ["ecva/abnormal_video/182_00050125.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/540_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. Jon Lewis Alexander, a military veteran and liquor store clerk, pushed a robber's gun away and shoved it into his mouth during a robbery attempt in Marionville, Missouri."}], "videos": ["ecva/abnormal_video/893_00100027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. A girl forcefully threw a dumbbell at the wall, causing it to break and crumble."}], "videos": ["ecva/abnormal_video/51_01440148.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The scene contains unsafe event. The image captures a traffic accident aftermath, where a car is on fire by the roadside at night. The vehicle is fully engulfed in flames, casting a bright orange glow onto the surroundings. Emergency vehicles, including police cars and a fire truck, are parked nearby, with flashing lights illuminating the scene."}], "videos": ["ecva/abnormal_video/535_00010015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/1664_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Something unusual happens in this video. this is a video showing a machine cutting down trees."}], "videos": ["ecva/abnormal_video/613_00000151.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/232_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/253_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/877_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. A car is setting off fireworks on the road."}], "videos": ["ecva/abnormal_video/1555_00000018.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "There is an abnormal event in this scene. The sea is rough and big waves all over.The surface of the sea was foggy."}], "videos": ["ecva/abnormal_video/1199_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. The boy was beaten by his classmates in the classroom."}], "videos": ["ecva/abnormal_video/2074_00000039.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This video contains an abnormal event. A high-rise apartment building on Jiaozhou Road, Yuyao Road, Shanghai caught fire. There are many retired teachers living in the apartment, and the fire broke out between the 10th and 12th floors. The entire building is surrounded by fire."}], "videos": ["ecva/abnormal_video/1334_01170248.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/399_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "There is unusual activity in this video. The criminal was trapped in the convenience store and kept kicking the door, trying to get out."}], "videos": ["ecva/abnormal_video/820_00110103.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/134_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No obvious abnormal event is visible in this video."}], "videos": ["ecva/normal_video/305_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Violent clashes between police officers and protesting students. Protesters threw barricades at bystanders and sprayed police officers with some kind of liquid spray. The scene was chaotic."}], "videos": ["ecva/abnormal_video/915_00090036.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "This video contains irregular activity. In the crowd of holiday activities, children smoke cigarettes."}], "videos": ["ecva/abnormal_video/1779_00000130.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "This video contains irregular activity. \"There have been multiple settlements in the neighborhood and huge cracks as well as misalignments in the pavement.\"."}], "videos": ["ecva/abnormal_video/744_02560309.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/522_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/346_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "At this point, no clearly abnormal event appears to have happened."}], "videos": ["ecva/normal_video/935_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This scene includes unusual behavior. Three robbers entered the bank and hijacked the bank manager into the vault. They robbed the bank of cash."}], "videos": ["ecva/abnormal_video/1278_00000224.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "This clip includes unusual activity. The video offers basic training in electrical safety, targeting non-electricians to improve their understanding and safe handling of electrical situations."}], "videos": ["ecva/abnormal_video/163_00050125.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/1372_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "This scene depicts an abnormal event. A man pretended to be a door-to-door candy salesman, and then someone broke into the house openly. When the homeowner opened the door to buy a box of candy, three men rushed in from nowhere, and the woman in the house screamed in fear. The man pretending to be a candy salesman then ran away."}], "videos": ["ecva/abnormal_video/876_00000078.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This clip contains an irregular incident. The driver of the car behind was driving responsibly on the road but was blocked by a white vehicle that overtook them."}], "videos": ["ecva/abnormal_video/15_00310036.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "The video shows abnormal activity. Review of abnormal thallium concentration events in Jialing River in 2021."}], "videos": ["ecva/abnormal_video/633_00000852.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "This scene includes unusual behavior. The man in black pasted a bomb on the cabinet door.The glass was shattered by the bomb."}], "videos": ["ecva/abnormal_video/747_00080018.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "The clip looks ordinary, with no clear abnormal activity visible."}], "videos": ["ecva/normal_video/407_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Green onions affected by the leaf miner, with curly yellow stripes on the leaves."}], "videos": ["ecva/abnormal_video/433_00210051.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "This clip depicts abnormal activity. Crowds riot on the streets, police take action."}], "videos": ["ecva/abnormal_video/1894_00000050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "No anomaly is shown occurring in-frame."}], "videos": ["ecva/after_incident/47_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "Up to now, nothing in this video looks clearly abnormal."}], "videos": ["ecva/normal_video/1368_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This video contains an abnormal event. The heart of Chinese cabbage rots."}], "videos": ["ecva/abnormal_video/470_00030019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/674_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "The clip looks ordinary, with no clear abnormal activity visible."}], "videos": ["ecva/normal_video/488_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This scene depicts an abnormal event. \"Blasts are coming from the far end of the building, the supporting parts of the building are bursting one after another, and the building is falling down like dominoes.\"."}], "videos": ["ecva/abnormal_video/723_00000021.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/837_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No clearly suspicious activity has occurred in this clip so far."}], "videos": ["ecva/normal_video/458_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "No clear anomaly is shown in this clip."}], "videos": ["ecva/normal_video/1719_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No obvious abnormal event has happened in this video yet."}], "videos": ["ecva/normal_video/593_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "This scene depicts an abnormal event. 0131,0137."}], "videos": ["ecva/abnormal_video/1086_01310137.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "This scene is abnormal. The wave rushed onto the land.The wall that blocks the water was pushed down."}], "videos": ["ecva/abnormal_video/1176_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "The video shows abnormal activity. This segment would offer insights into the types of adverse reactions associated with drug therapy and their management in clinical practice."}], "videos": ["ecva/abnormal_video/241_03021006.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "This scene contains irregular behavior. After overtaking, collided with a truck at the intersection."}], "videos": ["ecva/abnormal_video/1614_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "The scene contains unsafe event. Two drivers had an argument over the rear end of the car."}], "videos": ["ecva/abnormal_video/2030_00020035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. The police cracked the illegal dumping of hazardous waste using satellite maps to determine the time of the incident."}], "videos": ["ecva/abnormal_video/621_00000100.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/1596_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No clear anomaly is shown in this clip."}], "videos": ["ecva/normal_video/431_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "The clip looks ordinary, with no clear abnormal activity visible."}], "videos": ["ecva/normal_video/851_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this clip yet."}], "videos": ["ecva/normal_video/57_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No unusual activity is shown occurring in this scene."}], "videos": ["ecva/after_incident/351_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No anomaly is shown yet in this video."}], "videos": ["ecva/after_incident/86_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The video shows abnormal activity. Plant roots are covered with galls."}], "videos": ["ecva/abnormal_video/444_00250045.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This scene is abnormal. During the celebration, a previously calm and gentle black bull suddenly went berserk, breaking free from its tether and charging into the crowd. The bull became even more enraged after several attempts by the animal handler to stop it. It used its horns to lift a man in a yellow shirt, violently throwing him to the ground repeatedly. The celebration was ultimately ruined, and the terrified crowd scattered in all directions."}], "videos": ["ecva/abnormal_video/32_00040035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "The video shows abnormal behavior. Human beings are attacked by wild animals."}], "videos": ["ecva/abnormal_video/1512_00001044.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing in-frame appears distinctly abnormal."}], "videos": ["ecva/normal_video/473_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No clearly suspicious behavior is shown taking place, as far as can be seen."}], "videos": ["ecva/normal_video/648_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/874_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "No unusual activity is shown occurring in this scene."}], "videos": ["ecva/after_incident/640_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. Install a camera at the traffic lights and detect pedestrians running through them."}], "videos": ["ecva/abnormal_video/1506_00180036.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. In the war, there are often fighter jets in the sky, vehicles are burned into wreckage, smoke fills the air, and people are displaced and can only take refuge in tents temporarily. Even people have to leave their hometown and relatives to become refugees elsewhere."}], "videos": ["ecva/abnormal_video/84_00230041.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This clip contains an abnormal event. The medical doctor points out that the complications of diabetes are not only terrifying but also very common, seriously threatening the health and life of patients."}], "videos": ["ecva/abnormal_video/285_00020430.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/1146_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/338_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "So far, nothing stands out as clearly abnormal in this clip."}], "videos": ["ecva/normal_video/393_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This video appears normal overall, with nothing clearly abnormal shown."}], "videos": ["ecva/normal_video/359_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "An anomaly is present in this clip. The video provides a detailed introduction to the steps of on-site first aid for burns and scalds, emphasizing the correct first aid methods."}], "videos": ["ecva/abnormal_video/253_02130324.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. A debris flow hit the village.The houses and cars were washed away by the flow."}], "videos": ["ecva/abnormal_video/1160_00000024.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "Up to now, nothing in this video looks clearly abnormal."}], "videos": ["ecva/normal_video/417_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "Something unusual happens in this video. Collision between overtaking vehicles on the highway and vehicles deviating from the road ahead."}], "videos": ["ecva/abnormal_video/1352_00210024.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The video shows abnormal activity. The vehicle ahead illegally and continuously changes lanes, obstructing the normal driving of vehicles behind."}], "videos": ["ecva/abnormal_video/1837_00000054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/1588_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. Aircraft flying in smoke."}], "videos": ["ecva/abnormal_video/1691_00030042.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/976_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This scene is abnormal. Cucumber leaves develop yellow spots on the front, and the back shows water-soaked spots that gradually develop into a purplish-black mold layer, eventually leading to leaf withering and plant death."}], "videos": ["ecva/abnormal_video/463_00100057.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/845_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No irregular activity is shown occurring in this video."}], "videos": ["ecva/after_incident/1998_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This video contains an abnormal event. The man and the shop assistant were beaten together."}], "videos": ["ecva/abnormal_video/764_00020021.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "This clip contains an irregular incident. The video documents a surprise inspection of a popular fried chicken takeout restaurant, highlighting concerns about food hygiene and safety."}], "videos": ["ecva/abnormal_video/300_00000100.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/377_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "So far, nothing stands out as clearly abnormal in this clip."}], "videos": ["ecva/normal_video/1798_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/683_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This video is abnormal. n the nearby villa area, the hailstones clattered against rooftops and windows.Hail fell heavily on the lawn, bouncing off the grass and quickly covering the ground in a layer of ice."}], "videos": ["ecva/abnormal_video/1206_00000023.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "A concerning event occurs in this clip. The man wearing a black hat slapped the cashier in the face with his hand and hit the cashier's head with a basket."}], "videos": ["ecva/abnormal_video/762_00100018.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/775_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "Nothing in-frame appears distinctly abnormal."}], "videos": ["ecva/normal_video/369_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/2028_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. A zookeeper, dressed in a uniform and appearing calm, placed her face close to a bear. Suddenly, the bear lost control and bit the female zookeeper's face. Two other zookeepers, seeing the situation, began hitting the bear with sticks and pulling it away, eventually forcing the bear to release its grip."}], "videos": ["ecva/abnormal_video/30_00000015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this video yet."}], "videos": ["ecva/normal_video/529_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing stands out as an abnormal incident in this video."}], "videos": ["ecva/normal_video/242_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/798_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "The video shows abnormal activity. ultimately causing vehicle damage and disrupting traffic."}], "videos": ["ecva/abnormal_video/1254_00580214.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No clear anomaly is shown in this clip."}], "videos": ["ecva/normal_video/379_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "This scene includes unusual behavior. A gunfight broke out in the parking lot of a convenience store. A teenager in a white shirt and a black-clad gunman exchanged gunfire, and the two hid behind two cars and fired at each other.\nThen the four suspects left the car and fled one after another. There were no obvious casualties."}], "videos": ["ecva/abnormal_video/918_00000109.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This video shows a concerning incident. The portable stove suddenly explodes while the group is eating, but the hotpot remains undamaged."}], "videos": ["ecva/abnormal_video/1005_00090015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/728_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "This scene contains irregular behavior. The thief quickly returned to his car, shut the door, and drove off. The man chased after him and punched through the thief's car window."}], "videos": ["ecva/abnormal_video/47_00360042.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "This scene depicts an abnormal event. Incident of food safety due to storage issues."}], "videos": ["ecva/abnormal_video/321_00060016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. SUV crashes when running a red light."}], "videos": ["ecva/abnormal_video/1795_00240027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/207_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The vehicle was driving at high speed on a gravel road, turning uncontrollably and colliding with trees on the roadside."}], "videos": ["ecva/abnormal_video/1323_00000009.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "This scene depicts an abnormal event. The video showcases the newly installed Portland Loo at City Plaza, explaining its features and the expected benefits for the public."}], "videos": ["ecva/abnormal_video/127_00100150.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This clip depicts abnormal activity. Road rage: Drivers who illegally change lanes and squeeze normal driving vehicles."}], "videos": ["ecva/abnormal_video/1790_00000054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No obvious abnormal event has happened in this video yet."}], "videos": ["ecva/normal_video/373_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Something unusual happens in this video. The video features a simulation of an inclined elevator malfunctioning during a test, emphasizing the importance of proper alignment and safety protocols."}], "videos": ["ecva/abnormal_video/107_00300120.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/1001_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This clip contains an abnormal event. A large group of protesters, emotionally charged, gathered to protest against the government's actions. In the process, they knocked down the barriers. The police had no choice but to continue repairing the barriers to prevent further conflict."}], "videos": ["ecva/abnormal_video/98_02090232.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/1793_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. The robber in blue clothes entered the store with a gun to rob, but the clerk threw the robber to the ground."}], "videos": ["ecva/abnormal_video/842_01110118.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/621_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "There is unusual activity in this video. The case discusses the causes and possible consequences of aspiration during painless colonoscopy."}], "videos": ["ecva/abnormal_video/280_01160426.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "There is nothing notably abnormal shown in this scene."}], "videos": ["ecva/normal_video/1821_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This scene is abnormal. This video records the effects of discharging pollutants like waste and excrement into the oceans, revealing a devastating toll on humans ourselves."}], "videos": ["ecva/abnormal_video/543_00140114.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The video shows abnormal activity. Approximately 6,000 tons of plastic waste are transported here daily, and the trash has already piled up into small mountains."}], "videos": ["ecva/abnormal_video/1082_00410234.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/424_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. An earthquake struck the party by a pool where people were wearing costumes ,driking and having fun.The Earthquake resulted in the people were running. The floor was wet."}], "videos": ["ecva/abnormal_video/1153_00000025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "This scene appears mostly normal."}], "videos": ["ecva/normal_video/208_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This scene includes unusual behavior. The tsunami went on the land.Streets once bustling with life are now rivers, with water levels reaching halfway up the buildings."}], "videos": ["ecva/abnormal_video/1189_00000010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal behavior. Two women smoking in public places."}], "videos": ["ecva/abnormal_video/1543_00000306.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "There is an abnormal event in this scene. Black man attempted arson and mistakenly caused an oil barrel to burn and explode."}], "videos": ["ecva/abnormal_video/1704_00000049.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "No suspicious behavior is shown taking place on-screen."}], "videos": ["ecva/after_incident/1815_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/2014_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/203_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "This scene includes unusual behavior. A video of filming ancestral halls."}], "videos": ["ecva/abnormal_video/1750_00000302.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "This scene contains irregular behavior. The video discusses the findings of a comptroller's report on how the MTA misrepresented subway delay data to the public."}], "videos": ["ecva/abnormal_video/142_00050230.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. The police controlled the scene and arrested a black man on the street."}], "videos": ["ecva/abnormal_video/1319_00000035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "The clip shows an abnormal incident. Plant roots are covered with galls."}], "videos": ["ecva/abnormal_video/444_00490055.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The car catches fire, and a passerby quickly connects a hose to a fire hydrant to put out the flames."}], "videos": ["ecva/abnormal_video/995_00010052.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "Abnormal activity is present in this video. An SUV got off and many black people entered the room, then began to flee."}], "videos": ["ecva/abnormal_video/1659_00190059.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "Nothing in-frame appears distinctly abnormal."}], "videos": ["ecva/normal_video/395_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "The clip appears generally normal."}], "videos": ["ecva/after_incident/1389_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "The clip shows typical behavior with nothing notably abnormal."}], "videos": ["ecva/normal_video/1286_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Nothing in-frame appears distinctly abnormal."}], "videos": ["ecva/normal_video/257_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Turning vehicles did not yield to straight ahead vehicles, resulting in a car accident."}], "videos": ["ecva/abnormal_video/2130_00000012.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This video is abnormal. Rapidly flowing water around young seedlings."}], "videos": ["ecva/abnormal_video/400_00190021.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal activity is present in this video. A car fell off the road above the overpass, overturned another car, and blocked traffic."}], "videos": ["ecva/abnormal_video/1342_00000013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "There is unusual activity in this video. The video popularizes the common causes of dysphagia through animation."}], "videos": ["ecva/abnormal_video/258_00000156.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. \"The bridge deck fell into the water, causing a huge splash\"."}], "videos": ["ecva/abnormal_video/664_03220358.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This scene appears mostly normal."}], "videos": ["ecva/normal_video/48_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "An abnormal event occurs in this video. \"The fire hoses at Notre Dame de Paris had fallen into disrepair and insufficient water pressure meant that firefighting could not be carried out in a timely manner.\"."}], "videos": ["ecva/abnormal_video/666_02470313.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "There is nothing notably abnormal shown in this scene."}], "videos": ["ecva/normal_video/387_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. BMW car was stopped by police for speeding."}], "videos": ["ecva/abnormal_video/1406_00000017.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/1981_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/2166_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "An abnormal event occurs in this video. White men enter the house to steal food and clothing, and leave with a red towel covering their face."}], "videos": ["ecva/abnormal_video/1289_00000105.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The scene contains unsafe event. Three masked thieves entered the house through the backyard to steal,."}], "videos": ["ecva/abnormal_video/1598_00550112.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "This clip includes unusual activity. \"A colossal tsunami overwhelms and destroys the temple, submerging its ancient pillars and ornate rooftops in a scene of utter devastation.\"."}], "videos": ["ecva/abnormal_video/665_00000005.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "There is an abnormal event in this scene. In the heavy snow weather, a car was driving too fast on the highway. Due to the slippery road surface, the car lost control and collided with the vehicles that had already been in an accident in front of it. The colliding vehicles slowly parked on the side of the road to avoid more collisions."}], "videos": ["ecva/abnormal_video/56_00100026.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. 0008,0028."}], "videos": ["ecva/abnormal_video/1058_00080028.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Texas reporters lit and released fireworks in an open area, and the fireworks soared into the air, emitting sparks and sounds."}], "videos": ["ecva/abnormal_video/2065_01300135.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/333_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Capturing the dramatic moments of the bridge falling into the water, the video highlights the immediate dangers posed to nearby vessels and the structural integrity concerns for similar infrastructures."}], "videos": ["ecva/abnormal_video/177_00050135.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/256_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "This clip contains an abnormal event. A person who drives without looking at the road and looks for luck to ensure that they are not hit or killed."}], "videos": ["ecva/abnormal_video/2118_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No suspicious behavior is shown taking place on-screen."}], "videos": ["ecva/after_incident/1644_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. The video captures the moment the glass door shatters, with the girl being injured by the sharp fragments."}], "videos": ["ecva/abnormal_video/1040_00080015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/1048_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip is abnormal. The waves was too big that went on the shore.The driving lane got wet by the wave."}], "videos": ["ecva/abnormal_video/1190_00000010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "Nothing in this clip looks particularly abnormal."}], "videos": ["ecva/normal_video/518_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this clip yet."}], "videos": ["ecva/normal_video/651_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/1492_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. Male or female elderly humans use strange behaviors in streets or parks."}], "videos": ["ecva/abnormal_video/1872_00000342.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "The video shows abnormal activity. Turning vehicles without checking the road conditions leads to accidents."}], "videos": ["ecva/abnormal_video/2100_00000009.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No clearly unusual activity is visible in this scene."}], "videos": ["ecva/normal_video/1565_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/453_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This clip contains an irregular incident. The robber kidnapped a woman in a red dress with a knife and was killed on the spot."}], "videos": ["ecva/abnormal_video/766_00070013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/388_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. The deliveryman stabbed the store employee to death with a knife, and the police subdued the deliveryman."}], "videos": ["ecva/abnormal_video/759_00110021.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The video shows abnormal activity. Accidents caused by non-compliance with traffic regulations."}], "videos": ["ecva/abnormal_video/1834_00000209.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/1355_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip contains an abnormal event. A group of protesters gathered on the street, holding placards and shouting slogans. The surrounding environment looked very crowded, and it was obvious that a fierce protest was taking place."}], "videos": ["ecva/abnormal_video/857_00000032.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This scene includes unusual behavior. A man wearing a black hat browsed the shelves for about 30 minutes, picked up a bunch of items and tried to escape the store without paying, only to find the door was locked and he was trapped. The man began to bang on the door and finally escaped."}], "videos": ["ecva/abnormal_video/888_00000071.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This scene includes unusual behavior. The driver of the dark gray car angrily opened the car door, grabbed a helmet from inside, and quickly walked toward the front of the car in the video. They forcefully smashed the helmet down on the car's front, then returned to their own vehicle and drove away."}], "videos": ["ecva/abnormal_video/1_00230031.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This scene is abnormal. The video shows the power bank igniting and passengers quickly reacting by pouring water on the flames."}], "videos": ["ecva/abnormal_video/1039_00030107.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Leaves develop a black mold layer."}], "videos": ["ecva/abnormal_video/471_01120116.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. The footage provides a nostalgic look at a 1990s elevator, illustrating the challenges of maintaining old equipment in a busy subway system."}], "videos": ["ecva/abnormal_video/155_00100045.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "Abnormal activity is present in this video. Leaves with many insects."}], "videos": ["ecva/abnormal_video/409_00460107.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. Speed too fast, causing rear end collision."}], "videos": ["ecva/abnormal_video/1625_00030012.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "There is an abnormal event in this scene. The building collapsed."}], "videos": ["ecva/abnormal_video/647_01160145.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "All visible activity looks typical, with nothing clearly abnormal."}], "videos": ["ecva/normal_video/280_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "No anomaly is shown yet in this video."}], "videos": ["ecva/after_incident/966_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal activity. this video shows the severuty of deforestation that we are facing now, why we do it and where it will leads."}], "videos": ["ecva/abnormal_video/612_02200239.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This scene contains irregular behavior. The stranger lay on the sofa covered with a thin blanket."}], "videos": ["ecva/abnormal_video/787_00250035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/1927_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The repeated riots in the United States."}], "videos": ["ecva/abnormal_video/1498_00001322.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/1094_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/336_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/2023_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Drought and lack of water lead to withered and empty-grained rice."}], "videos": ["ecva/abnormal_video/486_01320152.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. This video discusses the challenges and frequent breakdowns of subway elevators in NYC, emphasizing the impact on daily commuters."}], "videos": ["ecva/abnormal_video/154_00050120.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "There is nothing notably abnormal shown in this scene."}], "videos": ["ecva/normal_video/1122_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "The clip shows typical behavior with nothing notably abnormal."}], "videos": ["ecva/normal_video/221_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "At this point, no clearly abnormal event appears to have happened."}], "videos": ["ecva/normal_video/362_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "The scene shows routine activity with no obvious abnormal moment."}], "videos": ["ecva/normal_video/1832_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "An abnormal event occurs in this video. Two masked men entered a tobacco shop while a third person kept watch outside. The shop employee initially attempted to negotiate with the robbers, but the negotiations failed. One robber tried to take the box used for storing customer purchases, while the other jumped inside the counter. Seeing this, the employee immediately stabbed the robber who jumped inside the counter, eventually resulting in the robber's death. The remaining two robbers panicked and fled the scene."}], "videos": ["ecva/abnormal_video/28_00000051.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "No clear anomaly has appeared in this clip yet."}], "videos": ["ecva/normal_video/271_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. Two men in red came in and started moving the stolen goods."}], "videos": ["ecva/abnormal_video/1648_00460058.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "A concerning event occurs in this clip. The car with a U-turn at the intersection was rear-ended."}], "videos": ["ecva/abnormal_video/1620_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This clip contains an irregular incident. The vehicle changed lanes and was rear-ended by a rear car."}], "videos": ["ecva/abnormal_video/1626_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "This scene contains irregular behavior. Strange white boy illegally broke in and left without taking anything."}], "videos": ["ecva/abnormal_video/1345_00120111.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "This scene includes unusual behavior. In the rainforest, the strong winds whipped through the trees, sending branches and leaves flying in all directions.The dense canopy shook violently as the gusts tore through, scattering debris across the forest floor and creating a chaotic scene of swaying trees and swirling foliage."}], "videos": ["ecva/abnormal_video/1247_00000016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "No anomaly is shown yet in this video."}], "videos": ["ecva/after_incident/1371_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/828_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "The clip appears generally normal."}], "videos": ["ecva/after_incident/1368_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. The man in gray provokes a fight."}], "videos": ["ecva/abnormal_video/1425_00000357.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "The clip shows an abnormal incident. A wave hit the shore where tourists who taking photos.The tourists were hit by the waves,and were pushed to the shore."}], "videos": ["ecva/abnormal_video/1156_00000019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This video contains irregular activity. The man approached and pushed the woman to the ground, then kicked her in the head while she was down, causing her to lose consciousness."}], "videos": ["ecva/abnormal_video/61_00320050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/280_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "No anomaly is shown occurring in-frame."}], "videos": ["ecva/after_incident/757_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. Oil tank truck accident, gasoline leakage causing combustion and explosion."}], "videos": ["ecva/abnormal_video/1459_00000202.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip includes unusual activity. For some reason, the car behind collided with the car in the video. Then, it overtook the video car, forced it to stop, and the driver of the following car got out to argue with the video car's driver."}], "videos": ["ecva/abnormal_video/11_00030015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "So far, no abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/226_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This video contains irregular activity. Robbers rob gas stations, rob roadside parking, rob luxury stores."}], "videos": ["ecva/abnormal_video/1915_00000304.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The video begins with a report on the COVID-19 situation in Guangdong, highlighting the increased symptom severity in the younger population. It then proceeds to show experts discussing the importance of regular exercise as a preventative measure."}], "videos": ["ecva/abnormal_video/302_00120025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/2015_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/706_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/1668_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/1105_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/497_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. Four thieves stole a barber shop at night."}], "videos": ["ecva/abnormal_video/1601_00270038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "There is an abnormal event in this scene. The man who stepped off the helicopter was arrested by the police."}], "videos": ["ecva/abnormal_video/1261_00000038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The car suffered various losses."}], "videos": ["ecva/abnormal_video/1316_00000611.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "An abnormal event occurs in this video. Two women fighting from the second floor to the first floor."}], "videos": ["ecva/abnormal_video/1989_00000140.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip includes unusual activity. Three people pull ropes across the river, one person accidentally drowns and is swept away by the flood."}], "videos": ["ecva/abnormal_video/1464_00000034.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This scene appears mostly normal."}], "videos": ["ecva/normal_video/1503_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/1019_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/1944_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. The photographer captures the sandstorm in the city from an overhead perspective. Yellow sand fills the air, the streets are empty, and the scene is desolate and bleak."}], "videos": ["ecva/abnormal_video/1120_00000019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No clear concerning incident is visible in this clip."}], "videos": ["ecva/normal_video/2066_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "Something unusual happens in this video. The elderly woman lights the firework, unaware of the mistake, but the situation does not escalate."}], "videos": ["ecva/abnormal_video/1021_00020030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/59_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/954_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. Electric vehicle collides with normal driving vehicle in reverse direction."}], "videos": ["ecva/abnormal_video/1534_00000025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/656_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "An abnormal event occurs in this video. Protests against Israel's war with Hamas continue as they continue to call for a ceasefire. More than 700,000 voters took to the streets holding signs and banners as police kept order to prevent riots."}], "videos": ["ecva/abnormal_video/905_00030038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/543_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This scene depicts an abnormal event. Two robbers armed with guns entered the store and threatened the store employees."}], "videos": ["ecva/abnormal_video/813_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This clip contains an irregular incident. A large number of demonstrators held national flags and gathered to protest. A large number of police officers wearing masks and weapons suppressed the public unrest, and some beatings occurred."}], "videos": ["ecva/abnormal_video/886_00330054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This scene is abnormal. This video shows how the side effects of statins can affect the human body."}], "videos": ["ecva/abnormal_video/224_01400421.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "No abnormal incident is shown at this time."}], "videos": ["ecva/after_incident/869_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "This scene contains irregular behavior. The video discusses the importance of public health as a basic human right."}], "videos": ["ecva/abnormal_video/354_00350045.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "No abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/567_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "No irregular activity is shown occurring in this video."}], "videos": ["ecva/after_incident/867_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. \"The cylindrical building collapsed, deformed on impact with the ground and then disappeared in the smoke.\"."}], "videos": ["ecva/abnormal_video/717_00090020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. Victoria Maxwell has become one of North America's top speakers and educators, researching the lived experience of mental illness and recovery, eliminating stigma and returning to work after mental illness. By sharing her story of mental illness and recovery, she makes the uncomfortable comfortable and the confused understandable."}], "videos": ["ecva/abnormal_video/223_43365633.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip is abnormal. The man in white reacted quickly and quickly suppressed the man in black who attempted to harm someone."}], "videos": ["ecva/abnormal_video/757_00020020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No clear abnormal moment has appeared yet."}], "videos": ["ecva/after_incident/437_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/661_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. \"A surge effect occurs at the anchor head of the pipe during grouting, rolling up the residual ash at the bottom of the bell mouth, which is then washed into the plastic exhaust pipe, causing the exhaust pipe to be blocked. After seeing the steady flow of slurry from the pipe outlet, people mistakenly thought that the cement had filled the pipe. In fact, there was a pore left at the bell mouth,."}], "videos": ["ecva/abnormal_video/657_07120836.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "This video is abnormal. Masked bandits drove vehicles to steal from unmanned vehicles on the roadside, damaging vehicle windows and stealing property, ultimately resulting in four vehicles suffering losses."}], "videos": ["ecva/abnormal_video/1255_00000129.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. Some people are indifferent to helping others, while others do not hesitate."}], "videos": ["ecva/abnormal_video/1540_00000207.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/1755_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "This video contains an abnormal event. The waves was too big that went on the shore.The road was washed and drown by the water."}], "videos": ["ecva/abnormal_video/1182_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal activity. The person standing in the middle of the road was hit."}], "videos": ["ecva/abnormal_video/1522_00000030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "Something unusual happens in this video. A white car stopped next to an ATM on the roadside. Two robbers first used a crowbar to open the front cover, and then hooked the ATM with a truck chain. The robbers straightened the overturned ATM, robbed the money, and quickly drove away."}], "videos": ["ecva/abnormal_video/924_00180105.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "An anomaly is present in this clip. In the stairwell, a man pulled a woman in, then dragged and beat her, pulling her downstairs. The woman did not fight back but tried to break free."}], "videos": ["ecva/abnormal_video/58_00130033.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/162_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No suspicious behavior is shown taking place on-screen."}], "videos": ["ecva/after_incident/1817_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "The clip shows typical behavior with nothing notably abnormal."}], "videos": ["ecva/normal_video/1479_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/533_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/732_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/1802_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "The clip shows an abnormal incident. The police got off the car and failed to pursue on foot. They requisitioned vehicles from the general public midway to continue their pursuit."}], "videos": ["ecva/abnormal_video/1269_00160118.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/1886_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "This clip includes unusual activity. After the theft is completed, one beckons the other to leave the house."}], "videos": ["ecva/abnormal_video/1644_00390053.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This video is abnormal. The criminal asked everyone to raise their hands, stand against the wall, and go to the cash register to get the money themselves."}], "videos": ["ecva/abnormal_video/802_00180027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/159_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "Up to now, nothing in this video looks clearly abnormal."}], "videos": ["ecva/normal_video/356_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "There is nothing notably abnormal shown in this scene."}], "videos": ["ecva/normal_video/1986_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip is abnormal. A robber flipped into the counter, and an Asian shop assistant picked up a knife and stabbed the robber. The robber lost his ability to resist after being stabbed several times for ten weeks."}], "videos": ["ecva/abnormal_video/797_00150039.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "This video shows a concerning incident. Riots Occurred on Swedish Streets."}], "videos": ["ecva/abnormal_video/1901_00000036.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/987_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal incident is shown at this time."}], "videos": ["ecva/after_incident/343_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No clearly suspicious behavior is shown taking place, as far as can be seen."}], "videos": ["ecva/normal_video/234_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/1636_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "There is an abnormal event in this scene. Black smoke is continuously billowing from the distant factory chimneys."}], "videos": ["ecva/abnormal_video/1059_00010011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/47_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/955_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. \"The filling inside the city wall pushed the wall to collapse, hitting the ground and pieces of soil fell out.\"."}], "videos": ["ecva/abnormal_video/691_00000012.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This scene is abnormal. The firefighters attempted to extinguish the forest fire, but it was ineffective."}], "videos": ["ecva/abnormal_video/1490_00000058.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. Two people fighting at the corner of the intersection."}], "videos": ["ecva/abnormal_video/2079_00000046.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/1740_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/267_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/2154_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal behavior. This video educates viewers on various water-related dangers and the necessary precautions to ensure safety near and in water."}], "videos": ["ecva/abnormal_video/164_00050105.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. The picture depicts a devastating traffic accident in which a large truck has overturned and landed on top of a silver sedan. The truck's cab is facing left, and its body is sprawled across the road, blocking traffic in both directions."}], "videos": ["ecva/abnormal_video/532_00070123.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. The video segment discusses the complications associated with peptic ulcers and summarizes the information in English."}], "videos": ["ecva/abnormal_video/292_00070423.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal behavior. Children pretend to smoke to test people who smoke in public places."}], "videos": ["ecva/abnormal_video/1588_00270410.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "An abnormal event occurs in this video. An accident occurred at an intersection."}], "videos": ["ecva/abnormal_video/1462_00000012.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "An irregular event occurs in this scene. Dogs attacking humans on the streets."}], "videos": ["ecva/abnormal_video/1910_00001122.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This scene includes unusual behavior. Actors smoke while performing on stage."}], "videos": ["ecva/abnormal_video/1786_00040349.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Black people open the door and enter the room."}], "videos": ["ecva/abnormal_video/2045_00000007.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "The video shows abnormal behavior. In the midst of the tornado, numerous objects were lifted into the air, spinning wildly as they were carried by the powerful winds.In the midst of the tornado, numerous objects were lifted into the air, spinning wildly as they were carried by the powerful winds."}], "videos": ["ecva/abnormal_video/1244_00000031.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/1003_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No anomaly is shown yet in this video."}], "videos": ["ecva/after_incident/520_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No unusual activity is shown occurring in this scene."}], "videos": ["ecva/after_incident/1975_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/2083_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "An anomaly is present in this clip. The SUV was attacked by a pack of lions in the wild, but managed to escape."}], "videos": ["ecva/abnormal_video/1465_00000215.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "There is unusual activity in this video. This paragraph describes how some patients are unable to walk or work, and others are suicidal."}], "videos": ["ecva/abnormal_video/230_11321202.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/1572_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/984_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/518_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/1062_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip depicts abnormal activity. Men crossing the road."}], "videos": ["ecva/abnormal_video/2142_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "There is unusual activity in this video. Vehicle changes lanes, rear vehicles avoid colliding onto the sidewalk."}], "videos": ["ecva/abnormal_video/1633_00000007.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/650_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Foam at the stem-leaf junction."}], "videos": ["ecva/abnormal_video/412_00030005.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. A series of car accidents caused by children running recklessly on the road."}], "videos": ["ecva/abnormal_video/1527_00001212.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip is abnormal. The driver playing with a mobile phone is driving a battery car, and I collided with the vehicle in front of me."}], "videos": ["ecva/abnormal_video/2124_00000007.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/792_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing in-frame appears distinctly abnormal."}], "videos": ["ecva/normal_video/212_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "There is unusual activity in this video. The photographer stands at a crosswalk, capturing the road conditions with a mobile phone. The smog is so dense that visibility is extremely low; even the trees along the roadside and the next intersection are barely visible."}], "videos": ["ecva/abnormal_video/1103_00000026.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. Two men had a fierce conflict on the street. Then a half-naked man pounced on the man in white, and then several other people joined the fight."}], "videos": ["ecva/abnormal_video/896_00000069.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal event occurs in this video. \"Incorrect construction and calculation errors caused the truss to be unable to withstand the huge shear force and was destroyed\"."}], "videos": ["ecva/abnormal_video/658_08020956.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "Something unusual happens in this video. \"the main beams are cracked.\"."}], "videos": ["ecva/abnormal_video/736_00150031.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "Abnormal activity is present in this video. Texas reporters lit and released fireworks in an open area, and the fireworks soared into the air, emitting sparks and sounds."}], "videos": ["ecva/abnormal_video/1262_01300135.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This clip is abnormal. Car overtaking, tire blowout, uncontrollable collision with guardrail."}], "videos": ["ecva/abnormal_video/1476_00000011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip is abnormal. Firefighters extinguish a fireworks store fire."}], "videos": ["ecva/abnormal_video/1776_00000210.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "The clip looks ordinary, with no clear abnormal activity visible."}], "videos": ["ecva/normal_video/282_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "The clip appears generally normal."}], "videos": ["ecva/after_incident/393_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/51_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip is abnormal. A teenager wearing a hood robbed the front desk staff of a store with a gun."}], "videos": ["ecva/abnormal_video/804_00000038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/1943_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. The robber entered the bank, held the employees hostage, and knocked down the security guard."}], "videos": ["ecva/abnormal_video/772_00260045.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "This clip appears generally normal."}], "videos": ["ecva/normal_video/986_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. The criminal took out a handgun from his pocket and pointed it at the front desk staff."}], "videos": ["ecva/abnormal_video/808_00080015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/2056_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/658_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. A car accident occurred when two cars were traveling opposite each other."}], "videos": ["ecva/abnormal_video/1812_00000016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Cucumber leaf tips begin to droop, leaves gradually wrinkle."}], "videos": ["ecva/abnormal_video/443_00070011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/651_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "This video shows a concerning incident. Animals attack humans, kill or eat them."}], "videos": ["ecva/abnormal_video/1851_00000940.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This scene contains irregular behavior. When the highway is congested, passengers get off and dance together."}], "videos": ["ecva/abnormal_video/1505_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "The clip appears generally normal."}], "videos": ["ecva/after_incident/467_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "This scene contains irregular behavior. The video describes the family's report against the hospital, including the serious consequences of the misuse of antibiotics."}], "videos": ["ecva/abnormal_video/276_00130056.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing in this clip looks particularly abnormal."}], "videos": ["ecva/normal_video/951_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "At this point, no clearly abnormal event appears to have happened."}], "videos": ["ecva/normal_video/260_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/1893_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip includes unusual activity. Rice blown down."}], "videos": ["ecva/abnormal_video/403_02210239.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/2044_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Monkeys attack and provoke humans, while humans retaliate or evade."}], "videos": ["ecva/abnormal_video/1902_00000105.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Factories secretly emit foul gases at night, polluting the environment and damaging the health of nearby residents."}], "videos": ["ecva/abnormal_video/625_00000048.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The clip shows typical behavior with nothing notably abnormal."}], "videos": ["ecva/normal_video/2052_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/222_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this clip yet."}], "videos": ["ecva/normal_video/222_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "This clip depicts abnormal activity. The scene shows a pollution emission point releasing thick black smoke into the sky, turning what was once a clear and sunny sky into a darkened, smog-covered expanse."}], "videos": ["ecva/abnormal_video/1057_00000032.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "This clip includes unusual activity. At a traffic light intersection, a white pickup truck attempted to change lanes illegally, resulting in a collision with the car in the video. The pickup's driver, a woman wearing red, got out of the truck and argued with the video car's driver. She then continued to insult the driver before getting back into her truck and speeding away."}], "videos": ["ecva/abnormal_video/12_00000030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This clip appears generally normal."}], "videos": ["ecva/normal_video/1827_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "This clip contains an abnormal event. A car accident occurred while driving in the opposite direction."}], "videos": ["ecva/abnormal_video/1368_00220108.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing in this video appears clearly abnormal."}], "videos": ["ecva/normal_video/568_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No clearly suspicious activity has occurred in this video so far."}], "videos": ["ecva/normal_video/333_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No unusual activity is shown occurring in this scene."}], "videos": ["ecva/after_incident/1771_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/2080_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The clip looks ordinary, with no clear abnormal activity visible."}], "videos": ["ecva/normal_video/1492_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This video shows a concerning incident. A fire broke out in an old house in Fuji City, Japan."}], "videos": ["ecva/abnormal_video/2165_00000037.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip is abnormal. Three people had a fight at the intersection."}], "videos": ["ecva/abnormal_video/2078_00000026.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "This video shows a concerning incident. The picture captures a traffic accident involving a motorcycle on a sunny day. The motorcycle is overturned in the middle of the highway, with its wheels spinning in the air. A white car is visible on the side of the road, likely having been involved in or affected by the accident. The sky is bright blue, and the road surface appears to be in good condition."}], "videos": ["ecva/abnormal_video/528_00010055.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No clear anomaly has appeared in this video yet."}], "videos": ["ecva/normal_video/1816_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No clear anomaly has appeared in this clip yet."}], "videos": ["ecva/normal_video/687_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/1601_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "So far, no abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/398_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/122_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/799_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip depicts abnormal activity. The police arrested the robber and the salesperson was rescued."}], "videos": ["ecva/abnormal_video/749_00420050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "A concerning event occurs in this clip. an animation showing forests being cut down."}], "videos": ["ecva/abnormal_video/631_00000117.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/2013_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/99_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip depicts abnormal activity. Serves as an educational tool to enhance understanding of drug actions and their potential to cause adverse reactions, promoting safer medication practices."}], "videos": ["ecva/abnormal_video/243_04511222.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "The video shows abnormal behavior. In this video, he explains how each side effect of the drug behaves."}], "videos": ["ecva/abnormal_video/229_02200333.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The video discusses the risks of nuclear wastewater on food safety."}], "videos": ["ecva/abnormal_video/325_02000300.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "An anomaly is present in this clip. People drawing spatial structures on the ground affects the spatial judgment of passersby."}], "videos": ["ecva/abnormal_video/1716_00000204.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "This clip contains an abnormal event. The video discusses the legal responsibilities of medical accidents, especially the serious consequences caused by drug overdose."}], "videos": ["ecva/abnormal_video/279_00000059.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "Nothing stands out as an abnormal incident in this video."}], "videos": ["ecva/normal_video/1664_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No obvious abnormal event is visible in this video."}], "videos": ["ecva/normal_video/104_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/1958_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This video appears normal overall, with nothing clearly abnormal shown."}], "videos": ["ecva/normal_video/820_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This scene depicts an abnormal event. The guards threw a flashbang through the crack in the door, meant to confuse the prisoners. One guard covered the crack with his foot, another covered his ears, and then, boom, the prisoners on the other side scattered. Other guards left the room, never turning their backs on the prisoners. When the specialist team arrived, a fight broke out in the small crack in the door. The prisoners pushed aside blankets and gunpowder, and the guards tried to push the barrel of the gun that fired the flashbang in. After the first explosion, the prisoners regrouped and they began throwing soapy water under the door."}], "videos": ["ecva/abnormal_video/873_00100134.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "There is unusual activity in this video. People burn paper money and place offerings on the roadside."}], "videos": ["ecva/abnormal_video/1741_00000204.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Three people had a fight at the intersection."}], "videos": ["ecva/abnormal_video/2077_00000026.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/147_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "This video appears normal overall, with nothing clearly abnormal shown."}], "videos": ["ecva/normal_video/744_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "No irregular activity is shown occurring in this video."}], "videos": ["ecva/after_incident/807_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. Thieves steal vehicle components by lying on the ground and entering the bottom of the vehicle, which can pose a safety hazard to the vehicle."}], "videos": ["ecva/abnormal_video/1265_00000134.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This video appears normal overall, with nothing clearly abnormal shown."}], "videos": ["ecva/normal_video/856_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "This scene depicts an abnormal event. Blue sedan turns without turning signal and illegally changes lanes, resulting in a car accident."}], "videos": ["ecva/abnormal_video/1619_00000008.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "The video shows abnormal activity. This short video humorously recounts a public restroom mishap, serving as a reminder of the common issues faced in poorly maintained facilities."}], "videos": ["ecva/abnormal_video/115_00050050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No clearly abnormal incident is shown happening in this clip."}], "videos": ["ecva/normal_video/385_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/97_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/989_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. The criminal flipped from the front desk to the back, then pointed a gun at the shop assistant and asked him to pay."}], "videos": ["ecva/abnormal_video/806_00030018.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "This video is abnormal. Eggplant leaves turn yellow and wilt."}], "videos": ["ecva/abnormal_video/466_01370203.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No unusual activity is shown occurring in this scene."}], "videos": ["ecva/after_incident/971_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "The clip shows an abnormal incident. Black people are robbing stores again."}], "videos": ["ecva/abnormal_video/1602_00310057.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "This scene contains irregular behavior. The robber in black clothes smashed the counter with a hammer and took away the items on the counter."}], "videos": ["ecva/abnormal_video/835_00070024.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "This video shows a concerning incident. Women set off fireworks in the middle of the street at midnight."}], "videos": ["ecva/abnormal_video/1442_00000034.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No clearly suspicious behavior is shown taking place, as far as can be seen."}], "videos": ["ecva/normal_video/895_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/1502_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This clip contains an abnormal event. Leaves have black spots, stem-leaf junction shows black spots."}], "videos": ["ecva/abnormal_video/465_01470230.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No suspicious behavior is shown taking place on-screen."}], "videos": ["ecva/after_incident/454_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. The video shows the overloaded machine tipping as it loses balance, narrowly missing a man who was standing nearby."}], "videos": ["ecva/abnormal_video/1019_00030010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The video captures the explosion at the chemical plant, followed by a powerful shockwave that causes the car to flip over."}], "videos": ["ecva/abnormal_video/1031_00280059.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No obvious abnormal event is visible in this video."}], "videos": ["ecva/normal_video/340_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "This video appears normal overall, with nothing clearly abnormal shown."}], "videos": ["ecva/normal_video/278_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "A concerning event occurs in this clip. This video provides practical advice on how to handle a water pipe burst, including immediate steps to mitigate damage."}], "videos": ["ecva/abnormal_video/125_00050030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This clip appears generally normal."}], "videos": ["ecva/normal_video/308_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/793_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "The scene contains unsafe event. The video provides an analysis of how power issues impact subway systems, featuring expert commentary and examples of past incidents."}], "videos": ["ecva/abnormal_video/149_01450200.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "No clear concerning incident is visible in this clip."}], "videos": ["ecva/normal_video/2062_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "Nothing in this clip looks particularly abnormal."}], "videos": ["ecva/normal_video/357_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "This clip depicts abnormal activity. The black car went downhill in a reverse direction and lost control. After regaining control, it collided with the roadside again."}], "videos": ["ecva/abnormal_video/1436_00000010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/18_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No obvious abnormal event is visible in this video."}], "videos": ["ecva/normal_video/1048_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/265_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. A person who does not follow traffic rules was stopped when a police car ran a red light."}], "videos": ["ecva/abnormal_video/2085_00000024.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "There has not been a clearly abnormal moment in this clip yet."}], "videos": ["ecva/normal_video/1652_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No anomaly is shown occurring in-frame."}], "videos": ["ecva/after_incident/565_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal behavior. The city is attacked by bombs, and people are fleeing in panic. Houses are bombed into ruins, and many people have lost their relatives and have to hold funerals for them. People have to leave their hometown and become refugees."}], "videos": ["ecva/abnormal_video/82_00010041.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "A concerning event occurs in this clip. The video popularizes methods for dealing with burns and scalds, including cooling, cleaning wounds, etc."}], "videos": ["ecva/abnormal_video/259_02130324.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The video shows abnormal behavior. Bagged peaches knocked down by hail."}], "videos": ["ecva/abnormal_video/404_00120040.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "Nothing in this clip looks particularly abnormal."}], "videos": ["ecva/normal_video/266_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "Something unusual happens in this video. A man is burning paper in an iron bucket."}], "videos": ["ecva/abnormal_video/1740_00000006.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. The thief entered the inner room and stole the cloth, wine, and a box."}], "videos": ["ecva/abnormal_video/1638_00300130.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Something unusual happens in this video. The jewelry store was looted by two robbers late at night."}], "videos": ["ecva/abnormal_video/1492_00170050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "There is unusual activity in this video. The forklift is seen tipping over, and the worker is unable to escape the falling vehicle."}], "videos": ["ecva/abnormal_video/1017_00150033.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "No clear anomaly has appeared in this clip yet."}], "videos": ["ecva/normal_video/847_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "A concerning event occurs in this clip. The thief lingered indoors, breaking the glass and being caught shouting by the owner, then the thief fled."}], "videos": ["ecva/abnormal_video/1290_00350120.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "All visible activity looks typical, with nothing clearly abnormal."}], "videos": ["ecva/normal_video/255_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. Tigers attack passing vehicles and leave behind damage."}], "videos": ["ecva/abnormal_video/1897_00000042.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Something unusual happens in this video. \"When the moment of the overturning part is greater than that of the stable part, the steel box girder will overturn.\"."}], "videos": ["ecva/abnormal_video/662_00280132.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "No clear anomaly has appeared in this clip yet."}], "videos": ["ecva/normal_video/469_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "An abnormal event occurs in this video. The robber knocked on the door outside, and the male owner opened the door for the robber. Then, two robbers dragged a woman with guns into the male owner's house to carry out the robbery."}], "videos": ["ecva/abnormal_video/829_00360042.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. 0000,0044."}], "videos": ["ecva/abnormal_video/1053_00000044.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/1766_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "An irregular event occurs in this scene. \"The stairs have arched.\"."}], "videos": ["ecva/abnormal_video/736_00000010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "No clearly suspicious behavior is shown taking place, as far as can be seen."}], "videos": ["ecva/normal_video/729_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This video contains irregular activity. \"The explosives placed in the building detonated sequentially from right to left and the building collapsed as planned.\"."}], "videos": ["ecva/abnormal_video/705_00100020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The tension between the protesters and the police escalated into intense conflict. The police charged at the protesters, using pepper spray, batons, and other weapons to knock them to the ground or drive them away. The scene descended into chaos."}], "videos": ["ecva/abnormal_video/96_00000036.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "The video shows abnormal behavior. \"The silo to collapse toward the library on the other side after blasting.\"."}], "videos": ["ecva/abnormal_video/693_00420059.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/1317_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/106_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "The video shows abnormal activity. protesters vandalized public cameras.Hong Kong protesters smashed open cameras, reached inside to rip them out.They also tied them up with umbrellas or spray paint to blind the cameras."}], "videos": ["ecva/abnormal_video/850_00020406.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "There is unusual activity in this video. Dogs Attack Human Women and Children."}], "videos": ["ecva/abnormal_video/1896_00000156.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/1720_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "This clip contains an abnormal event. The video discusses the importance of complication prevention and treatment in the field of rehabilitation medicine."}], "videos": ["ecva/abnormal_video/289_00140206.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This clip is abnormal. \"The roof of the gymnasium collapsed and hit the volleyball players\"."}], "videos": ["ecva/abnormal_video/652_01480220.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "The scene shows routine activity with no obvious abnormal moment."}], "videos": ["ecva/normal_video/290_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "The scene shows routine activity with no obvious abnormal moment."}], "videos": ["ecva/normal_video/684_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. A fire broke out on the shelves of the shopping center."}], "videos": ["ecva/abnormal_video/1685_00000055.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No clear anomaly is shown in this clip."}], "videos": ["ecva/normal_video/377_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/880_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This clip includes unusual activity. The man in black put on a hood."}], "videos": ["ecva/abnormal_video/748_00030005.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Black people steal and rob goods in shopping malls, and take photos and videos to post on the internet."}], "videos": ["ecva/abnormal_video/1296_00000025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "The video shows abnormal activity. \"The walls had been cut away, leaving the door open, and there were scattered hollow bricks on the floor.\"."}], "videos": ["ecva/abnormal_video/741_01250133.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "Nothing in this video appears clearly abnormal."}], "videos": ["ecva/normal_video/392_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "An anomaly is present in this clip. \"The auditorium was badly damaged after the fire and no longer had its grand appearance.\"."}], "videos": ["ecva/abnormal_video/675_02400305.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "There is unusual activity in this video. Crowds gather to set off fireworks, causing a fatal explosion."}], "videos": ["ecva/abnormal_video/1785_00060138.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal incident is shown at this time."}], "videos": ["ecva/after_incident/235_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/1926_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This scene includes unusual behavior. Man Burns Paper Money."}], "videos": ["ecva/abnormal_video/1546_00000004.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The crowd surrounded the police car to protest, kicking and breaking it. During this process, one protester climbed onto the police car but was thrown off."}], "videos": ["ecva/abnormal_video/852_00000046.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "The scene contains unsafe event. Large-leaf plants' leaves wilted, kiwi leaves fell off."}], "videos": ["ecva/abnormal_video/408_04470505.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal activity. This report covers the incidents and the resulting delays, along with commentary from transit union officials about the need for better mental health services."}], "videos": ["ecva/abnormal_video/198_00100300.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "This clip contains an irregular incident. The video investigates the levels of radiation in seafood."}], "videos": ["ecva/abnormal_video/328_03500450.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/968_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "An anomaly is present in this clip. A dog attacked and injured an onlooker while being pulled away and detained."}], "videos": ["ecva/abnormal_video/1306_00000138.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. 0000,0003."}], "videos": ["ecva/abnormal_video/1100_00050039.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/1126_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "An anomaly is present in this clip. A policeman was inspecting a vehicle on the roadside when a car approached at high speed from behind, unable to avoid them in time. The car collided with the roadside vehicle, causing the policeman to be thrown into the air. Both vehicles were severely damaged, and the out-of-control car eventually came to a stop on the side of the road."}], "videos": ["ecva/abnormal_video/62_00120020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This scene appears mostly normal."}], "videos": ["ecva/normal_video/866_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "The clip appears generally normal."}], "videos": ["ecva/after_incident/1929_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/1942_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This scene includes unusual behavior. The girl went to pet the dog and was bitten by the dog."}], "videos": ["ecva/abnormal_video/1514_00000041.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/928_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. Car collision avoidance on a retrograde motorcycle."}], "videos": ["ecva/abnormal_video/1806_00000029.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "There is unusual activity in this video. The police entered the street to suppress the riot."}], "videos": ["ecva/abnormal_video/1853_00000129.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing stands out as an abnormal incident in this video."}], "videos": ["ecva/normal_video/737_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Luxury stores were looted by thieves late at night."}], "videos": ["ecva/abnormal_video/1488_00270120.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No clear abnormal moment has appeared yet."}], "videos": ["ecva/after_incident/580_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. A tank was driving on a flat road when it suddenly triggered a landmine in the middle of the road. The tank was destroyed in the explosion, but fortunately, the three soldiers inside escaped without injury."}], "videos": ["ecva/abnormal_video/88_00010019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal activity. A white car is passing through, while a man in a suit stands in the middle of the road, apparently directing traffic."}], "videos": ["ecva/abnormal_video/495_00010129.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This clip depicts abnormal activity. The video provides a detailed exploration of the events, the response to the crisis, and the aftermath of the fire in Daegu."}], "videos": ["ecva/abnormal_video/174_00050140.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No irregular activity is shown occurring in this video."}], "videos": ["ecva/after_incident/1277_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "No clear abnormal moment has appeared yet."}], "videos": ["ecva/after_incident/553_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "An abnormal event occurs in this video. White sedan collides with truck."}], "videos": ["ecva/abnormal_video/1621_00000017.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "Up to now, nothing in this video looks clearly abnormal."}], "videos": ["ecva/normal_video/741_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "A concerning event occurs in this clip. The robbers followed their followers to rob at the entrance of the house."}], "videos": ["ecva/abnormal_video/1912_00000112.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No obvious abnormal event has happened in this video yet."}], "videos": ["ecva/normal_video/298_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "No clear abnormal moment has appeared yet."}], "videos": ["ecva/after_incident/2052_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. 0059.0104."}], "videos": ["ecva/abnormal_video/1058_00590104.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/868_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "An anomaly is present in this clip. The armed thief stole the sports car in the parking lot."}], "videos": ["ecva/abnormal_video/1950_00590122.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No anomaly is shown occurring in-frame."}], "videos": ["ecva/after_incident/301_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "All visible activity looks typical, with nothing clearly abnormal."}], "videos": ["ecva/normal_video/1351_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "This video is abnormal. this video shows the impact of global warming, and how it influences life on earth."}], "videos": ["ecva/abnormal_video/635_00000249.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "This video shows a concerning incident. Accidents caused by non-compliance with traffic regulations."}], "videos": ["ecva/abnormal_video/1840_00000840.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/526_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "No clear abnormal moment has appeared yet."}], "videos": ["ecva/after_incident/705_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No irregular activity is shown occurring in this video."}], "videos": ["ecva/after_incident/327_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This scene includes unusual behavior. A large amount of plastic waste is floating on the river's surface."}], "videos": ["ecva/abnormal_video/1054_00000044.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/204_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "This scene contains irregular behavior. On the slippery road after the rain, a car lost control due to excessive speed while changing lanes and crashed into a roadside tree, causing severe damage to the front of the vehicle."}], "videos": ["ecva/abnormal_video/43_00240040.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/299_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No obvious abnormal event has happened in this video yet."}], "videos": ["ecva/normal_video/112_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "No abnormal incident is shown at this time."}], "videos": ["ecva/after_incident/238_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/670_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "An irregular event occurs in this scene. The video captures the moment someone slips and falls in a public restroom, emphasizing the lack of proper signage and maintenance."}], "videos": ["ecva/abnormal_video/108_00050130.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "Up to now, nothing in this video looks clearly abnormal."}], "videos": ["ecva/normal_video/958_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No abnormal incident is shown at this time."}], "videos": ["ecva/after_incident/1580_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "There is nothing notably abnormal shown in this scene."}], "videos": ["ecva/normal_video/507_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal behavior. The video depicts a traffic stop on a highway, with a white police car parked on the side of the road. The police car has blue and red stripes on it, a top antenna, and a license plate number visible. A police officer is kneeling down in front of a black car that has been pulled over."}], "videos": ["ecva/abnormal_video/500_00040116.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "An irregular event occurs in this scene. The wave rushed thrugh the stairs and stone in front of the house.The water splashed in the door."}], "videos": ["ecva/abnormal_video/1169_00000010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip appears generally normal."}], "videos": ["ecva/normal_video/422_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. The video shows the fuse switch being engaged, followed by yellow smoke and arcing from the malfunction."}], "videos": ["ecva/abnormal_video/1023_00200040.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "This video contains an abnormal event. Riots on the streets of India."}], "videos": ["ecva/abnormal_video/2023_00000026.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "There is unusual activity in this video. A debris flow hit the village.The houses crashed when getting hit by the flow."}], "videos": ["ecva/abnormal_video/1164_00000022.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. A fire broke out in a roadside residential area, and firefighters arrived to rescue the scene."}], "videos": ["ecva/abnormal_video/2151_00000114.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal behavior. Two unidentified men, one wearing pink and one wearing black, walked into a convenience store. The two men walked up to the ATM and immediately began prying it open with a crowbar and sledgehammer. During the incident, one of the suspects threatened to harm the clerk if she intervened. Once the suspects had access to the ATM's money, they fled the scene in an unknown direction. Houston Police Department."}], "videos": ["ecva/abnormal_video/920_00000119.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "A concerning event occurs in this clip. The video shows wine gushing out of the exploded tanks, flooding the streets with a large volume of wine."}], "videos": ["ecva/abnormal_video/1014_00010054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/1431_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/1650_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "An irregular event occurs in this scene. damaging the building and stealing property, making the house chaotic and dirty."}], "videos": ["ecva/abnormal_video/1598_01230148.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "A concerning event occurs in this clip. The black robber kicked the door backwards with his foot, opened the door, and entered the master's house."}], "videos": ["ecva/abnormal_video/841_00240050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/495_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/754_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this clip yet."}], "videos": ["ecva/normal_video/1404_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/1590_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/27_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "This video contains irregular activity. The heavy material suddenly drops during lifting, crushing the employee's legs under its weight."}], "videos": ["ecva/abnormal_video/1015_00010040.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "Something unusual happens in this video. After the chemical leak, several people were exposed to harmful gases."}], "videos": ["ecva/abnormal_video/981_00010035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Something unusual happens in this video. The sheer size of the waves went on the shore.The car on the land was washed,the net and garbage box wosh also rushed by the wave."}], "videos": ["ecva/abnormal_video/1173_00000011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/711_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This scene appears mostly normal."}], "videos": ["ecva/normal_video/686_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No anomaly is shown occurring in-frame."}], "videos": ["ecva/after_incident/1648_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No suspicious behavior is shown yet in this clip."}], "videos": ["ecva/after_incident/375_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. A large number of locusts flying over the land."}], "videos": ["ecva/abnormal_video/402_01580245.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Celery base rots, becomes soft and slimy, and completely decays; the entire plant wilts and dries."}], "videos": ["ecva/abnormal_video/447_00200243.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "So far, nothing stands out as clearly abnormal in this clip."}], "videos": ["ecva/normal_video/875_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "Something unusual happens in this video. Five masked men entered a Gucci store in San Jose, quickly pushed aside the staff guarding the door, stole the merchandise and quickly fled."}], "videos": ["ecva/abnormal_video/929_00000025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "The video shows abnormal activity. The van parked at the intersection waiting for the green light was rear-ended by a rear car."}], "videos": ["ecva/abnormal_video/1612_00000011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip contains an abnormal event. The robber entered the store, took out a handgun from his pocket, rummaged through the cabinets, and searched for valuable items."}], "videos": ["ecva/abnormal_video/819_00050025.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. A man in black was hiding outside the white car, shooting at the surroundings with a gun, and the threatened man crawled on the ground. A man in a green shirt got into the white car and fled with another gangster."}], "videos": ["ecva/abnormal_video/898_00230091.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Something unusual happens in this video. The man punched the short sleeved woman with his fist, then kicked her down and struck her head with a chair."}], "videos": ["ecva/abnormal_video/761_00100018.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/444_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/741_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "Nothing in this clip looks particularly abnormal."}], "videos": ["ecva/normal_video/652_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. The Philippines prohibits smoking in public places. Some people complain, some adapt, and some ignore it."}], "videos": ["ecva/abnormal_video/1449_00160020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. 0038,0042."}], "videos": ["ecva/abnormal_video/1058_00380042.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. The vehicle was retrograde in a narrow tunnel, resulting in a car accident."}], "videos": ["ecva/abnormal_video/1370_00000012.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "The scene does not seem to show a clear abnormal incident."}], "videos": ["ecva/normal_video/1275_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "All visible activity looks typical, with nothing clearly abnormal."}], "videos": ["ecva/normal_video/1958_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/469_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/1592_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This video shows a concerning incident. The tsunami went on the land.The road went wet after the tsunami."}], "videos": ["ecva/abnormal_video/1186_00000013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The video shows abnormal activity. Shaped charges are installed on the tankers and successfully release the chemicals, preventing a potential disaster."}], "videos": ["ecva/abnormal_video/979_00010103.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this clip so far."}], "videos": ["ecva/normal_video/1941_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "The clip appears generally normal."}], "videos": ["ecva/after_incident/143_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. The video analyzes the societal impact of the pandemic and future challenges."}], "videos": ["ecva/abnormal_video/363_04700480.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/1429_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "No obvious abnormal event has happened in this video yet."}], "videos": ["ecva/normal_video/1955_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "An abnormal event occurs in this video. The boy graffiti on the wall of a subway carriage."}], "videos": ["ecva/abnormal_video/1423_00000042.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/202_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This video contains irregular activity. The video provides official confirmation and the response to a food safety violation."}], "videos": ["ecva/abnormal_video/384_03200370.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. A woman drowned and was rescued by a shore master who went into the water."}], "videos": ["ecva/abnormal_video/1724_00000038.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No clearly suspicious activity has occurred in this video so far."}], "videos": ["ecva/normal_video/457_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No obvious abnormal event is visible in this video."}], "videos": ["ecva/normal_video/274_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "There is unusual activity in this video. A storm came with a tsunami.The floor of the house was partly damaged by the wave."}], "videos": ["ecva/abnormal_video/1157_00000024.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No unusual activity is shown occurring in this scene."}], "videos": ["ecva/after_incident/449_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/65_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/455_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/1694_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This video is abnormal. The accident scene depicts a severe collision involving a black pickup truck and a dark sedan. The pickup truck has been flipped over onto its side, with its front end severely damaged and windshield shattered. The sedan is also badly damaged, with a portion of it lifted into the air. Both vehicles are parked along the roadside, surrounded by yellow caution tape."}], "videos": ["ecva/abnormal_video/508_00020109.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This clip is abnormal. The city was drenched in a torrential downpour, with rain falling heavily from the sky.Cars sped through the streets, their tires splashing water as rain droplets cascaded down the windshields in steady streams, blurring the view of the road."}], "videos": ["ecva/abnormal_video/1225_00000010.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "The scene contains unsafe event. Law-abiding motorcycle driver encounters a neurotic American police officer."}], "videos": ["ecva/abnormal_video/1589_00000054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. This news exposes the harmful effects of dumping garbage into the Ulu Ulu Lake. It shows the massive amount of garbage pilled up in the area of the lake, causing damage to the environment."}], "videos": ["ecva/abnormal_video/551_00050050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "A concerning event occurs in this clip. Accidents between speeding cars and other cars."}], "videos": ["ecva/abnormal_video/2102_00000013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/1266_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This video contains irregular activity. Cheetahs attack humans, humans counterattack cheetahs and flee."}], "videos": ["ecva/abnormal_video/1905_00000100.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "At this point, no clearly abnormal event appears to have happened."}], "videos": ["ecva/normal_video/1094_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "This clip appears generally normal."}], "videos": ["ecva/normal_video/924_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Fat and Ugly Woman Throw Sand Sculpture with Transparent Cup and Leave."}], "videos": ["ecva/abnormal_video/1708_00380046.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The scene does not seem to show a clear abnormal incident."}], "videos": ["ecva/normal_video/565_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "The video shows abnormal activity. Two black people armed with guns entered the house for robbery."}], "videos": ["ecva/abnormal_video/1594_00000142.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. White and black people engaged in a fight, and then the white people left."}], "videos": ["ecva/abnormal_video/2025_00340105.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/709_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "The scene contains unsafe event. The looting crowd took the goods and escaped through the revolving door in front of the mall."}], "videos": ["ecva/abnormal_video/1275_00340058.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "So far, nothing stands out as clearly abnormal in this clip."}], "videos": ["ecva/normal_video/560_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This scene appears mostly normal."}], "videos": ["ecva/normal_video/238_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/2033_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "An anomaly is present in this clip. A man tried to stop a suspected arsonist by knocking a Molotov cocktail out of his hand, but the suspect quickly ignited another explosive device outside the deli and threw it inside. The bottle exploded and quickly engulfed the entire store."}], "videos": ["ecva/abnormal_video/901_00000057.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/1979_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. 0000,0003."}], "videos": ["ecva/abnormal_video/1052_00000003.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip includes unusual activity. Black SUV turns without avoiding straight ahead, resulting in a car accident."}], "videos": ["ecva/abnormal_video/2098_00000013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No obvious abnormal event has happened in this clip yet."}], "videos": ["ecva/normal_video/230_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "No abnormal incident is shown happening on-screen."}], "videos": ["ecva/after_incident/213_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/206_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. The photographer is on a highway, observing a massive sandstorm gathering in the distance. As it gets closer, the photographer is engulfed by the dust and debris."}], "videos": ["ecva/abnormal_video/1118_00000051.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The black man dragged out the cabinet to obtain the key and opened the sports car door."}], "videos": ["ecva/abnormal_video/1659_01050109.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No obvious abnormal event is visible in this video."}], "videos": ["ecva/normal_video/660_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No obvious abnormal event is visible in this video."}], "videos": ["ecva/normal_video/914_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/366_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "This clip is abnormal. A chemical tanker in Hubei leaked and caught fire, producing thick, acrid smoke at the scene. The burning hazardous chemicals caused injuries to passersby, who were rushed to the hospital."}], "videos": ["ecva/abnormal_video/1145_00000057.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "An irregular event occurs in this scene. Cheetahs enter the village and are caught by villagers."}], "videos": ["ecva/abnormal_video/1923_00000226.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/360_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. The fireworks fall and scare away three women."}], "videos": ["ecva/abnormal_video/1553_00000040.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "No irregular activity is shown occurring in this video."}], "videos": ["ecva/after_incident/171_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/182_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Car accident caused by tire burst during driving."}], "videos": ["ecva/abnormal_video/1613_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No abnormal act is shown in this scene."}], "videos": ["ecva/after_incident/274_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "An irregular event occurs in this scene. The powerful wind and heavy rain battered the area, putting immense pressure on the tree outside the balcony.As a result, the tree was forced to bend and eventually leaned heavily to one side, struggling to withstand the relentless storm."}], "videos": ["ecva/abnormal_video/1242_00000019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. The stems rot and soften completely."}], "videos": ["ecva/abnormal_video/462_00580131.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/7_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "The clip looks ordinary, with no clear abnormal activity visible."}], "videos": ["ecva/normal_video/380_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Due to global warming, glaciers melt, causing ice chunks to break off and fall into rivers."}], "videos": ["ecva/abnormal_video/1127_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. Locusts evolve and reproduce in large numbers, begin to migrate, and feed on a large area of crops."}], "videos": ["ecva/abnormal_video/435_01200331.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No clear anomaly has appeared in this clip yet."}], "videos": ["ecva/normal_video/2020_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "The scene appears mostly normal."}], "videos": ["ecva/after_incident/473_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/1035_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Up to now, no abnormal incident is shown occurring on-screen."}], "videos": ["ecva/after_incident/795_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "Something unusual happens in this video. Overtaking vehicles illegally changing lanes leading to accidents."}], "videos": ["ecva/abnormal_video/2140_00000017.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "This video contains an abnormal event. The factory is seen exploding in the night, with the blast causing extensive damage."}], "videos": ["ecva/abnormal_video/1001_00010004.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This clip depicts abnormal activity. The woman pours alcohol into the hotpot, causing the flames to leap towards another woman's face."}], "videos": ["ecva/abnormal_video/988_00010003.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "This scene is abnormal. House fires in Sapporo city extinguished."}], "videos": ["ecva/abnormal_video/2159_00000102.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This scene depicts an abnormal event. \"Concrete can protect steel bars, but over time, this protection will fail, the steel bars will rust and swell, causing cracks in the concrete and affecting the safety of the building.\"."}], "videos": ["ecva/abnormal_video/683_02140335.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "No clear anomaly has appeared in this clip yet."}], "videos": ["ecva/normal_video/773_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/458_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/378_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "This scene contains irregular behavior. \"The entire huge church also began to topple over, smashing into the congregation in the square.\"."}], "videos": ["ecva/abnormal_video/704_00240046.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "The video shows abnormal behavior. \"FIGG failed to consider the worst-case scenario and the pile group effect.\"."}], "videos": ["ecva/abnormal_video/661_03000627.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/812_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "Something unusual happens in this video. damaging the building and stealing property, making the house chaotic and dirty."}], "videos": ["ecva/abnormal_video/1599_01180144.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "No abnormal event is shown occurring in this clip."}], "videos": ["ecva/after_incident/643_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "Something unusual happens in this video. For some reason, a conflict erupted between the two individuals, leading them to wrestle each other to the center of the road. They continued to fight on the road for a while before eventually stopping."}], "videos": ["ecva/abnormal_video/16_00050027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The video provides an analysis of a subway train collision and derailment, highlighting the consequences of human error in public transport systems."}], "videos": ["ecva/abnormal_video/190_00000130.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "An anomaly is present in this clip. Leaves have black spots."}], "videos": ["ecva/abnormal_video/465_00010016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Includes footage and explanations of the disruptions, featuring reactions from affected commuters and officials."}], "videos": ["ecva/abnormal_video/152_00000020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This scene contains irregular behavior. The shop assistant opened fire to repel the armed bandits."}], "videos": ["ecva/abnormal_video/1499_00000142.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Any anomaly directly happening during the clip? If yes, identify it briefly."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/464_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/508_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/1972_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The actions shown appear typical."}], "videos": ["ecva/after_incident/510_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "An abnormal event occurs in this video. The woman fell into the swimming pool and drowned, taking off her coat and backpack to save herself."}], "videos": ["ecva/abnormal_video/1722_00000058.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/415_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/231_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/1646_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "This clip includes unusual activity. this video shows that there are various contaminants produced from human wastes, such as chemicals, heavy metals, and plastics flaoting in the ocean."}], "videos": ["ecva/abnormal_video/540_00000022.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip contains an irregular incident. The tsunami hit the beach with terrifying force.The filming people stepped away to keep a distance from the water coming up."}], "videos": ["ecva/abnormal_video/1198_00000011.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "No obvious anomaly is visible in this clip."}], "videos": ["ecva/after_incident/315_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal activity. The traffic accident depicted in the picture involves a white sedan that has sustained extensive damage due to a collision. The front and side of the vehicle are severely distorted, with the doors and engine hood lifted off their hinges. The wheels of the sedan are also twisted and deformed, indicating a significant impact force."}], "videos": ["ecva/abnormal_video/510_00010043.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "This scene includes unusual behavior. Four different shops were robbed by four waves of people with or without weapons, taking away goods or cash."}], "videos": ["ecva/abnormal_video/1297_00000300.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip contains an abnormal event. Cement mixer truck chooses illegal and retrograde behavior in order to do good deeds."}], "videos": ["ecva/abnormal_video/1477_00000030.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. Dongting Lake experienced a rare drought, causing water levels to plummet, fish to die, and the riverbed to turn into grassy plains."}], "videos": ["ecva/abnormal_video/1134_00000050.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. where water pollution came from and how it impacts human health."}], "videos": ["ecva/abnormal_video/555_00000019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/83_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This video contains an abnormal event. Protesters continue to call for a ceasefire. Many protesters took to the streets, holding signs, banners and various symbols. Some people used loudspeakers to complain, while others used mobile phones and cameras to record the scene. The police maintained order to prevent riots."}], "videos": ["ecva/abnormal_video/906_00000107.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "The clip appears generally normal."}], "videos": ["ecva/after_incident/783_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The robber fired wildly at the bank and asked the staff to take him to the bank's safe room."}], "videos": ["ecva/abnormal_video/770_00300101.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "Abnormal behavior is present in this video. Two people engaged in armed brawl at the subway station."}], "videos": ["ecva/abnormal_video/2041_00000016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No anomaly is shown occurring in-frame."}], "videos": ["ecva/after_incident/1406_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "Nothing clearly abnormal is shown in this clip."}], "videos": ["ecva/after_incident/618_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/986_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Do you see the abnormal activity itself unfolding in the video? If yes, summarize it."}, {"role": "assistant", "content": "An abnormal situation is shown in this clip. Students fighting inside the school bus."}], "videos": ["ecva/abnormal_video/2071_00090035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The man in black keeps hitting the anti-theft glass with a hammer."}], "videos": ["ecva/abnormal_video/748_00150046.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip is abnormal. A severe leak occurred at the Fukushima nuclear power plant, affecting wildlife, land, and surrounding territories."}], "videos": ["ecva/abnormal_video/1144_00100248.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "Nothing clearly unusual is shown in this video."}], "videos": ["ecva/after_incident/678_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "This scene is abnormal. this video shows what types of pollutions we have, how it impacts human lives and the environment, and that we should strive to protect our environment."}], "videos": ["ecva/abnormal_video/609_00000051.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/1794_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "An abnormal event occurs in this video. The photographer walks along the road, capturing the extreme and unusual weather in Beijing, with yellow sand swirling all around."}], "videos": ["ecva/abnormal_video/1072_00220034.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/928_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "This scene contains irregular behavior. A good person helps an old woman who falls down."}], "videos": ["ecva/abnormal_video/1531_00000019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "No clearly suspicious activity has occurred in this video so far."}], "videos": ["ecva/normal_video/301_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "An anomaly is present in this clip. \"The large ship hit the bridge pier. After the pier collapsed, the steel frame supporting the bridge broke, and the road surface also collapsed and fell into the water.\"."}], "videos": ["ecva/abnormal_video/685_00150035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "There is abnormal behavior in this clip. Network anchor was hit by someone while live streaming on the road."}], "videos": ["ecva/abnormal_video/1467_00000037.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "An irregular event occurs in this scene. The video documents the critical moments before the collapse and the immediate aftermath, providing insights into the impact on the surrounding area."}], "videos": ["ecva/abnormal_video/176_00050130.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "An abnormal incident occurs in this clip. The conflict between the protesters and the police escalated continuously until a police dog suddenly lunged at one of the protesters, knocking him to the ground with a bite. This led to chaos at the scene as police officers rushed toward the fallen protester."}], "videos": ["ecva/abnormal_video/97_00130033.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "This video contains an abnormal event. One night, on a busy street, several people met at a street corner. One person pulled out a rifle from under his clothes, and another pulled out a pistol. The three of them shot at each other. The crowd began to flee quickly in all directions."}], "videos": ["ecva/abnormal_video/913_00000045.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. Men holding and throwing traffic lights."}], "videos": ["ecva/abnormal_video/1404_00240110.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/1751_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip is abnormal. A man opened the door of a red car and tried to steal. The car owner came and had a conflict with the man, and three accomplices came and beat the car owner together, and then the four men fled."}], "videos": ["ecva/abnormal_video/878_00000076.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does this video actually show an abnormal incident happening on-screen? If yes, briefly describe what happens."}, {"role": "assistant", "content": "This clip is abnormal. Soldiers on the tank attack the enemy, bringing smoke."}], "videos": ["ecva/abnormal_video/86_00050009.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/1096_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "The video shows abnormal activity. \"The foundation is reinforced, and then the upper correction construction is started, followed by the installation of the jacking jack, and finally the cut frame columns are extended and connected.\"."}], "videos": ["ecva/abnormal_video/689_01400547.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Anything unusual happening on-screen in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "The visible activity appears typical."}], "videos": ["ecva/after_incident/616_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "This clip contains an irregular incident. Two robbers walked into a convenience store, threatened the store owner with a machete and demanded the money in the cash register. A man locked the two robbers in the convenience store, and one of the robbers used a machete to repeatedly try to break down the store door."}], "videos": ["ecva/abnormal_video/874_00000148.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No clear anomaly has appeared in this video yet."}], "videos": ["ecva/normal_video/1600_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/1637_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "This clip appears generally normal."}], "videos": ["ecva/normal_video/663_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "A concerning event occurs in this clip. Four men wearing black masks, three of whom were armed, entered the hostess's home and robbed her with handguns pointed at her."}], "videos": ["ecva/abnormal_video/825_00150027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "This video contains an abnormal event. Violation of traffic rules, crossing the road, resulting in a car accident."}], "videos": ["ecva/abnormal_video/1884_00000159.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Are any anomalies directly occurring in this clip? If yes, identify them briefly."}, {"role": "assistant", "content": "The clip shows typical behavior with nothing notably abnormal."}], "videos": ["ecva/normal_video/1811_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/212_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the clip depict the unusual act or event itself occurring? If yes, identify it."}, {"role": "assistant", "content": "Something unusual happens in this video. A cow walking on the road caused a car accident."}], "videos": ["ecva/abnormal_video/1813_00080016.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the clip show any abnormal or risky behavior occurring in-frame? If yes, briefly identify it."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/1044_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "There is an abnormal event in this scene. White suit man successfully prevents black robbers from robbing his own vehicle."}], "videos": ["ecva/abnormal_video/1972_00220054.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "This scene contains irregular behavior. Using dangerous methods to ignite firecrackers, causing harm to the igniter or passersby."}], "videos": ["ecva/abnormal_video/1281_00000959.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "Abnormal activity is present in this clip.An anomaly is present in this video. A black car wanted to overtake, but was scraped by the video car, causing the black car to lose control and crash into the truck next to it, and then stopped on the road in the opposite direction."}], "videos": ["ecva/abnormal_video/55_00050015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "This clip contains an irregular incident. The video shows the vehicle catching fire, with employees responding promptly by trying to extinguish the flames before retreating."}], "videos": ["ecva/abnormal_video/1030_00100101.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "An anomaly is present in this clip. Adults in Portugal Guide Children to Smoking."}], "videos": ["ecva/abnormal_video/1385_00000107.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "So far, no abnormal act is shown in this clip."}], "videos": ["ecva/after_incident/1376_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This scene contains irregular behavior. Women burn paper money in a huge stove."}], "videos": ["ecva/abnormal_video/1761_00050131.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an irregular action or incident occurring on-screen? If yes, briefly state what it is."}, {"role": "assistant", "content": "The clip shows an abnormal incident. Watching the fireworks, the paper tube hit the head."}], "videos": ["ecva/abnormal_video/1557_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this video yet."}], "videos": ["ecva/normal_video/233_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any suspicious activity taking place on-screen in this video? If yes, briefly describe it."}, {"role": "assistant", "content": "This clip contains an abnormal event. The video shows the extent of damage inflicted on the subway stations, with footage of broken turnstiles, smashed windows, and graffiti-covered walls."}], "videos": ["ecva/abnormal_video/197_00100350.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "No abnormal event is shown yet in this clip."}], "videos": ["ecva/after_incident/1993_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "This clip includes unusual activity. Black people engage in illegal graffiti."}], "videos": ["ecva/abnormal_video/1995_00580105.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "There is unusual activity in this video. Running a red light leads to a car accident."}], "videos": ["ecva/abnormal_video/2139_00000013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This scene depicts an abnormal event. A person doodles onto a parked car door and leaves."}], "videos": ["ecva/abnormal_video/1398_00000015.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No clear abnormal moment has appeared yet."}], "videos": ["ecva/after_incident/31_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Does this video show suspicious or abnormal behavior taking place on-screen? If yes, briefly explain."}, {"role": "assistant", "content": "The scene contains unsafe event. This short video shows the heat can pose multiple dangers to people outside, especially those who take medication."}], "videos": ["ecva/abnormal_video/219_00000158.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip is abnormal. The riot crowd drove away the police on horseback."}], "videos": ["ecva/abnormal_video/1992_00000329.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No clearly abnormal incident has happened in this clip yet."}], "videos": ["ecva/normal_video/1732_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "This scene is abnormal. The video warns consumers about certain food items and emphasizes safe choices."}], "videos": ["ecva/abnormal_video/332_05500650.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "<video>\n\nQuestion: Is there any irregular event actively occurring in this video? If yes, briefly say what it is."}, {"role": "assistant", "content": "This clip depicts abnormal activity. The video is part of the rehabilitation medicine course at Southern Medical University, focusing on the prevention and treatment of complications in the rehabilitation process."}], "videos": ["ecva/abnormal_video/287_00120043.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "This scene is abnormal. Protesters threw objects at police."}], "videos": ["ecva/abnormal_video/847_01000094.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "No anomaly is shown occurring in-frame."}], "videos": ["ecva/after_incident/561_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "An abnormal moment occurs in this footage. SUV crashes when running a red light."}], "videos": ["ecva/abnormal_video/1805_00240027.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is everything in this clip typical, or do we see the abnormal activity itself occur? If so, briefly describe it."}, {"role": "assistant", "content": "Abnormal activity is present in this video. Major global ecological environmental pollution events _ Acid Rain damage _ Forest dieback in West Germany."}], "videos": ["ecva/abnormal_video/626_00000013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/661_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "This video shows a concerning incident. Black people pass by and men participate in group fights, resulting in fights."}], "videos": ["ecva/abnormal_video/1944_00040019.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No unusual activity is shown yet in this scene."}], "videos": ["ecva/after_incident/713_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "No clear irregular event is shown in this clip."}], "videos": ["ecva/after_incident/932_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any unsafe or abnormal situation actively unfolding in this clip? If yes, briefly describe it."}, {"role": "assistant", "content": "No clear anomaly has appeared in this video yet."}], "videos": ["ecva/normal_video/1525_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "This clip contains an abnormal event. this video shows how deforestation is effecting animals' habitats. By presenting the impact of forest fires, the video stresses the importance of protecting our forest."}], "videos": ["ecva/abnormal_video/560_01240152.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is an incident or anomaly visibly happening in this clip? If yes, briefly summarize the incident."}, {"role": "assistant", "content": "No clear abnormal moment is visible in this scene."}], "videos": ["ecva/after_incident/516_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything abnormal occur during the clip? If yes, briefly identify the event."}, {"role": "assistant", "content": "A concerning event occurs in this clip. A flash mob of more than a dozen people rushed into a 7-11 convenience store and began to loot the store. Everyone was randomly looting everything in the convenience store, even climbing over the cash register to get inside. After the robbery, a pile of damaged goods, cigarette boxes and stolen lottery tickets were left behind."}], "videos": ["ecva/abnormal_video/932_00000104.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This video shows a concerning incident. A car collides with a truck, causing it to roll and overturn, with the car crossing the middle of the road."}], "videos": ["ecva/abnormal_video/1337_00000100.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "This clip includes unusual activity. \"The boom struck the building on the back side, the building tilted more severely, the boards separated from each other, multiple ropes used for reinforcement came loose, and the building eventually collapsed.\"."}], "videos": ["ecva/abnormal_video/719_00000020.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is the clip normal, or is there a moment where an abnormal event happens on-screen? If so, briefly describe it."}, {"role": "assistant", "content": "This clip is abnormal. Passengers who do not follow traffic rules and cross the road at will are knocked down by vehicles."}], "videos": ["ecva/abnormal_video/1874_00050302.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "This video shows a concerning incident. Motorcycle and truck collide and ignite."}], "videos": ["ecva/abnormal_video/1682_00000040.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "Something unusual happens in this video. In this incident, the man smashed the front window of a jewelry store and reached inside to loot the merchandise on display, the NYPD said. Meanwhile, another man was holding a bag that the first man was stuffing with his loot. The store was open and someone inside was trying to lower the mechanical door."}], "videos": ["ecva/abnormal_video/891_00000062.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is there any concerning activity occurring on-screen in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "No concerning incident is shown in this clip."}], "videos": ["ecva/after_incident/74_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Does an abnormal event occur in this clip? If yes, briefly note what happens and where and when it occurs."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Crab Party Guangdong Shenzhen illegal dumping of silt pollution of the sea silt for the site waste provincial cost illegal dumping 20130321."}], "videos": ["ecva/abnormal_video/595_00140423.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does anything directly deviate from normal behavior in-frame? If yes, briefly identify the deviation."}, {"role": "assistant", "content": "At this point, no clear abnormal activity is shown."}], "videos": ["ecva/after_incident/513_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "This clip is abnormal. Fat and Ugly Woman lying on the railing, attacking the sand sculpture with a pillow."}], "videos": ["ecva/abnormal_video/1418_00200032.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Review the following video and answer the question.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "An irregular event occurs in this scene. Examination of tanker oil transportation practices."}], "videos": ["ecva/abnormal_video/322_00030013.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is there a moment where an anomaly is directly happening in-frame? If yes, briefly state what it is."}, {"role": "assistant", "content": "Abnormal activity is present in this video. The video covers a serious food safety incident and the need for societal respect."}], "videos": ["ecva/abnormal_video/380_01000150.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Is anything abnormal actively happening in this scene? If yes, briefly describe the abnormal action."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/129_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is there an abnormal moment where the incident is actively happening in the scene? If yes, describe it briefly."}, {"role": "assistant", "content": "No abnormal act is shown in this video."}], "videos": ["ecva/after_incident/64_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there an abnormal incident occurring on-screen here? If yes, describe briefly."}, {"role": "assistant", "content": "Something unusual happens in this video. \"Garment factory collapsing into rubble. A fist-sized rock flew out of the demolition site a hundred meters away.\"."}], "videos": ["ecva/abnormal_video/696_00200034.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Consider the video and reply.\n<video>\n\nQuestion: Do you see an anomaly happening in any part of the clip as an action or event? If yes, describe it briefly."}, {"role": "assistant", "content": "No clear suspicious activity is shown in this video."}], "videos": ["ecva/after_incident/693_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Is an abnormal incident visibly occurring in this clip? If yes, describe it briefly."}, {"role": "assistant", "content": "Nothing clearly abnormal has happened in this video so far."}], "videos": ["ecva/normal_video/949_normal.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Please watch the following video and answer the question.\n<video>\n\nQuestion: Is there any unexpected event visibly happening in this clip? If yes, briefly summarize it."}, {"role": "assistant", "content": "This clip includes unusual activity. White male Hercules used stones to destroy vehicles and overturn them."}], "videos": ["ecva/abnormal_video/1984_00000014.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Abnormal event present and visible while it happens? If yes, briefly summarize."}, {"role": "assistant", "content": "This clip depicts abnormal activity. Black radiating spots appear on the front of the leaves and have penetrated to the back of the leaves."}], "videos": ["ecva/abnormal_video/417_00130029.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Is an abnormal incident happening during the clip? If yes, provide a short description."}, {"role": "assistant", "content": "So far, no anomaly is shown in this video."}], "videos": ["ecva/after_incident/105_after.mp4"], "gt": "normal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Any abnormality actively occurring in this clip? If yes, briefly identify it."}, {"role": "assistant", "content": "The clip shows an abnormal incident. This video describes how lawmakers are proposing reforms to make it easier to track medical devices."}], "videos": ["ecva/abnormal_video/298_00520321.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Examine the clip below and respond concisely.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "Unexpected behavior occurs in this clip. Chinese traditional festivals commemorate their loved ones and ancestors by burning paper."}], "videos": ["ecva/abnormal_video/1282_00000035.mp4"], "gt": "abnormal"}
{"messages": [{"role": "user", "content": "Analyze the video and provide a brief answer.\n<video>\n\nQuestion: Does the scene include any abnormal interaction actually occurring on-screen? If yes, briefly identify it."}, {"role": "assistant", "content": "The video shows abnormal behavior. The wave ran through the road beside the sea.People running to escape from the water."}], "videos": ["ecva/abnormal_video/1170_00000014.mp4"], "gt": "abnormal"}