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[ { "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." } ]
[ "ecva/normal_video/1688_normal.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/794_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/1090_after.mp4" ]
normal
[ { "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. Climat...
[ "ecva/abnormal_video/577_00000247.mp4" ]
abnormal
[ { "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 sm...
[ "ecva/abnormal_video/1074_00330040.mp4" ]
abnormal
[ { "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 wa...
[ "ecva/abnormal_video/1172_00000011.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/96_after.mp4" ]
normal
[ { "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...
[ "ecva/abnormal_video/1443_00000009.mp4" ]
abnormal
[ { "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...
[ "ecva/abnormal_video/1793_00200038.mp4" ]
abnormal
[ { "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,...
[ "ecva/abnormal_video/692_00140028.mp4" ]
abnormal
[ { "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. Ma...
[ "ecva/abnormal_video/210_00100220.mp4" ]
abnormal
[ { "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 collisi...
[ "ecva/abnormal_video/1583_00000133.mp4" ]
abnormal
[ { "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." ...
[ "ecva/after_incident/1953_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/287_after.mp4" ]
normal
[ { "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...
[ "ecva/abnormal_video/2103_00000017.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/normal_video/1344_normal.mp4" ]
normal
[ { "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." } ]
[ "ecva/normal_video/643_normal.mp4" ]
normal
[ { "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...
[ "ecva/abnormal_video/774_01380203.mp4" ]
abnormal
[ { "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."...
[ "ecva/abnormal_video/1081_00170027.mp4" ]
abnormal
[ { "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...
[ "ecva/abnormal_video/1849_00000035.mp4" ]
abnormal
[ { "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 i...
[ "ecva/abnormal_video/1940_00270032.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/1341_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/842_after.mp4" ]
normal
[ { "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 c...
[ "ecva/abnormal_video/894_00000042.mp4" ]
abnormal
[ { "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....
[ "ecva/abnormal_video/2003_00000038.mp4" ]
abnormal
[ { "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...
[ "ecva/normal_video/411_normal.mp4" ]
normal
[ { "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 su...
[ "ecva/abnormal_video/522_00460222.mp4" ]
abnormal
[ { "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 fir...
[ "ecva/abnormal_video/1683_00000046.mp4" ]
abnormal
[ { "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 ...
[ "ecva/normal_video/1953_normal.mp4" ]
normal
[ { "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 harmf...
[ "ecva/abnormal_video/602_00000050.mp4" ]
abnormal
[ { "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...
[ "ecva/abnormal_video/1372_00000154.mp4" ]
abnormal
[ { "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 n...
[ "ecva/abnormal_video/2026_00000027.mp4" ]
abnormal
[ { "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 ...
[ "ecva/abnormal_video/14_00040035.mp4" ]
abnormal
[ { "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 h...
[ "ecva/abnormal_video/350_04500550.mp4" ]
abnormal
[ { "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 ...
[ "ecva/abnormal_video/1307_00000958.mp4" ]
abnormal
[ { "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 v...
[ "ecva/abnormal_video/516_00010053.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/normal_video/360_normal.mp4" ]
normal
[ { "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 ...
[ "ecva/abnormal_video/311_30003300.mp4" ]
abnormal
[ { "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 ...
[ "ecva/abnormal_video/2076_00100035.mp4" ]
abnormal
[ { "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 cau...
[ "ecva/abnormal_video/1622_00000008.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/257_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/211_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/532_after.mp4" ]
normal
[ { "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 no...
[ "ecva/normal_video/947_normal.mp4" ]
normal
[ { "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 flood...
[ "ecva/abnormal_video/137_00000020.mp4" ]
abnormal
[ { "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...
[ "ecva/abnormal_video/957_00010020.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/normal_video/341_normal.mp4" ]
normal
[ { "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 sudde...
[ "ecva/abnormal_video/493_00010051.mp4" ]
abnormal
[ { "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 show...
[ "ecva/abnormal_video/104_00400150.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/1805_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/abnormal_video/2070_00000058.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/normal_video/1739_normal.mp4" ]
normal
[ { "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, see...
[ "ecva/abnormal_video/1948_00000108.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/14_after.mp4" ]
normal
[ { "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." ...
[ "ecva/abnormal_video/1669_00530116.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/1706_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/abnormal_video/2066_00590125.mp4" ]
abnormal
[ { "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." ...
[ "ecva/normal_video/692_normal.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/912_after.mp4" ]
normal
[ { "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 c...
[ "ecva/abnormal_video/1574_00030030.mp4" ]
abnormal
[ { "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 se...
[ "ecva/abnormal_video/865_00000072.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/983_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/680_after.mp4" ]
normal
[ { "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 ...
[ "ecva/abnormal_video/94_00230054.mp4" ]
abnormal
[ { "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 fl...
[ "ecva/abnormal_video/538_00300212.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/478_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/652_after.mp4" ]
normal
[ { "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 o...
[ "ecva/abnormal_video/899_00000047.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/1465_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/61_after.mp4" ]
normal
[ { "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 cr...
[ "ecva/abnormal_video/1312_00000054.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/1710_after.mp4" ]
normal
[ { "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 app...
[ "ecva/abnormal_video/708_00030019.mp4" ]
abnormal
[ { "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 ...
[ "ecva/abnormal_video/479_01020119.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/normal_video/900_normal.mp4" ]
normal
[ { "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 w...
[ "ecva/abnormal_video/738_02050410.mp4" ]
abnormal
[ { "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 c...
[ "ecva/after_incident/740_after.mp4" ]
normal
[ { "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 vide...
[ "ecva/abnormal_video/927_00260105.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/703_after.mp4" ]
normal
[ { "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 v...
[ "ecva/abnormal_video/872_00000054.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/72_after.mp4" ]
normal
[ { "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 ...
[ "ecva/abnormal_video/1090_00000011.mp4" ]
abnormal
[ { "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 c...
[ "ecva/abnormal_video/182_00050125.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/540_after.mp4" ]
normal
[ { "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 liquo...
[ "ecva/abnormal_video/893_00100027.mp4" ]
abnormal
[ { "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 ...
[ "ecva/abnormal_video/51_01440148.mp4" ]
abnormal
[ { "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 a...
[ "ecva/abnormal_video/535_00010015.mp4" ]
abnormal
[ { "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...
[ "ecva/after_incident/1664_after.mp4" ]
normal
[ { "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 ...
[ "ecva/abnormal_video/613_00000151.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/232_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/253_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/after_incident/877_after.mp4" ]
normal
[ { "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 firewor...
[ "ecva/abnormal_video/1555_00000018.mp4" ]
abnormal
[ { "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 a...
[ "ecva/abnormal_video/1199_00000014.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/abnormal_video/2074_00000039.mp4" ]
abnormal
[ { "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 b...
[ "ecva/abnormal_video/1334_01170248.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/399_after.mp4" ]
normal
[ { "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 i...
[ "ecva/abnormal_video/820_00110103.mp4" ]
abnormal
[ { "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." } ]
[ "ecva/after_incident/134_after.mp4" ]
normal
[ { "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." } ]
[ "ecva/normal_video/305_normal.mp4" ]
normal