user
stringclasses
1 value
videos
listlengths
1
1
gt_label
stringclasses
2 values
predict
stringlengths
0
9.58k
pred_answer
stringclasses
2 values
pred_order
listlengths
0
0
top1_correct
bool
1 class
gt_pos
int64
0
0
latency_ms
float64
1.51k
43.3k
index
int64
0
923
request_messages
listlengths
1
1
error
stringclasses
1 value
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/744_02560309.mp4" ]
abnormal
So, let's analyze the video. The video shows a narrow alleyway with significant cracks and damage to the ground, which looks like an earthquake or structural issue. Then there's a person walking through the area, holding books. The key here is whether the video depicts an abnormal event happening. The main focus is on ...
abnormal
[]
false
0
8,642.702703
199
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/935_normal.mp4" ]
normal
So, let's see. The video starts with the "BIG STORY" logo, then shows two news anchors in a studio, then a split screen with a reporter outside. The main event is about a group stealing $30k of merchandise. The reporter is live on location, talking about it. All these elements are typical news reporting. There's no abn...
normal
[]
false
0
3,972.096271
202
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/346_after.mp4" ]
normal
So, let's analyze the video. The video starts with a screen showing silicon content percentages (6% and 10%), then transitions to various product images like Vivo X Fold3, Honor Magic V3, etc., talking about foldable phones and battery tech. Then there's a segment about "the most extreme battery test" by Honor Magic6 P...
normal
[]
false
0
6,799.24449
201
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1278_00000224.mp4" ]
abnormal
So, let's analyze the video. The scenes show a rainy street, then a van with people getting out, armed individuals running, entering a building, interacting with security, and eventually opening a bank vault. All these actions seem to be part of a typical action sequence in a movie. There's no indication of an abnormal...
normal
[]
false
0
5,060.119639
203
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/15_00310036.mp4" ]
abnormal
So, let's look at the video. The video shows a white truck with a camper on it driving on a dirt road. The camera is from another vehicle, probably following the truck. The truck is moving along the road, and there's no unusual behavior. The scene seems normal—just a vehicle driving in a rural area. So it's not abnorma...
normal
[]
false
0
3,288.711198
207
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/163_00050125.mp4" ]
abnormal
So, let's analyze the video. The video starts with a warning about electrical hazards, then shows various scenes like turning on appliances, working in a construction site, and safety signs. There's a part where it shows "ELECTRIC SHOCK" and a heart being affected by electricity. But wait, the key is to check if there'...
normal
[]
false
0
7,926.166366
204
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/1372_after.mp4" ]
normal
So, let's analyze the video. The first part shows a close-up of a person's eyes peeking from behind wooden planks, which seems like a normal scene. Then it transitions to a fiery background with text "WATCH MORE!" and "LIKE & SUBSCRIBE!". The fire is burning, but the text is just a call to action. Wait, but the key her...
normal
[]
false
0
11,803.418013
205
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/876_00000078.mp4" ]
abnormal
So, let's analyze the video. First, the video shows a person delivering a package, then cuts to a room with a messy interior. There's a police officer mentioned (Sgt. Dillon Quirk from Oklahoma City Police Dept), and there's surveillance footage of someone in a yellow vest (maybe a security or police officer) moving ar...
normal
[]
false
0
9,904.482317
206
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/407_normal.mp4" ]
normal
So, let's check the video. The video is a news segment about weather and agriculture. The host is presenting information, and there are scenes of fields, crops, and temperature reports. All these are typical elements of a news broadcast. There's no abnormal behavior or event shown; it's just normal news reporting. So t...
normal
[]
false
0
3,811.673667
210
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/433_00210051.mp4" ]
abnormal
So, let's analyze the video. The video shows a hand holding a garlic leaf that's dry and damaged, explaining it's due to a pest called the "spotted borer" (斑潜蝇). The explanation details how the pest eats the leaf tissue, leaving only the outer skin, leading to dryness. The video is educational, showing the cause and ef...
normal
[]
false
0
3,959.657589
211
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1894_00000050.mp4" ]
abnormal
So, let's analyze the video. The video shows scenes of protests, police using tear gas, street battles, vehicles being torched, and riots in Marseille and Paris. The text overlays explain that protests were triggered by a police shooting and dissatisfaction with policing. The video depicts active rioting, police respon...
abnormal
[]
false
0
3,501.613206
212
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/47_after.mp4" ]
normal
So, let's analyze the video. The video shows a car break-in attempt, with a person in a red shirt entering a van, then jumping out. But wait, the key is to check if it's abnormal. Wait, the video has a woman named Amber Mann as victim, and there's a car break-in. But the question is whether the video is abnormal or nor...
abnormal
[]
false
0
6,384.261277
213
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/1368_normal.mp4" ]
normal
So, let's see. The video starts with a crash scene: a car trapped under a truck, then cuts to a news studio where a reporter is talking about the wrong-way crash. The studio scenes show the reporter explaining, with various clips of the crash and related elements like the "WRONG-WAY CRASH" screen, traffic signs, etc. A...
normal
[]
false
0
3,990.160884
214
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/633_00000852.mp4" ]
abnormal
So, let's analyze the video. The video shows a sequence of events related to an environmental incident, like water pollution. It includes maps, interviews, reports, and technical processes. The key is to check if there's any abnormal behavior. The video depicts the response to a pollution event: checking sources, contr...
normal
[]
false
0
15,911.84042
208
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/488_normal.mp4" ]
normal
So, let's see. The video is about a greenhouse where someone is talking about a plant issue. The person explains that a flower friend's绣球 (which I think is a type of plant) has black leaves. Then they show a close-up of the affected plant. The video seems to be explaining the problem, so it's normal. There's no abnorma...
normal
[]
false
0
4,009.933751
217
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/470_00030019.mp4" ]
abnormal
So, let's analyze the video. The video shows a person dealing with bok choy (a type of cabbage) that has some issues. The text in the video mentions "干烧心" which is a common problem in vegetables where the inside becomes dry and bitter. The person is harvesting the plants, explaining that even though the outside looks g...
normal
[]
false
0
4,924.17462
215
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/674_after.mp4" ]
normal
So, let's analyze the video. The video shows a building exploding with smoke and debris, followed by people in a crowd, maybe after an explosion. But wait, the key is to check if it's abnormal or normal. The video starts with a person raising arms near a building that's on fire (smoke), then shows the explosion. Then t...
abnormal
[]
false
0
7,489.909026
216
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/723_00000021.mp4" ]
abnormal
So, let's look at the video. The video shows a building that's being demolished. There's smoke and debris, which is typical of a demolition event. But wait, the question says to mark as abnormal only if an abnormal behavior is directly shown. If it's a normal demolition process, then it's normal. Wait, but the video mi...
normal
[]
false
0
4,590.34906
218
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/837_after.mp4" ]
normal
So, let's analyze the video. The first part shows a person in an orange vest near a car with a yellow cart, which seems like a delivery or service activity. Then there's a news segment with a reporter, Doug Evans, talking about something. But wait, the key is to check if there's any abnormal behavior. The initial scene...
normal
[]
false
0
4,965.327737
219
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/458_normal.mp4" ]
normal
So, let's analyze the video. The video starts with a blue background, then shows a cat, the title "肉玄装", then transitions to a tray of succulents. The text explains about a disease called black spot in succulents. The hand points to the plants, and the text discusses the disease. There's no abnormal behavior here—every...
normal
[]
false
0
2,267.586065
220
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/1719_normal.mp4" ]
normal
So, let's analyze the video. The video starts with two news anchors, then cuts to a bar where Larry Mongo is talking about graffiti. Then there are scenes of graffiti on buildings, and interviews. All these segments seem to be part of a typical news segment about graffiti vandalism. There's no abnormal behavior shown; ...
normal
[]
false
0
4,753.416877
221
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/593_normal.mp4" ]
normal
So, let's analyze the video. The video shows various animals in their natural habitats, like tigers, zebras, rhinos, etc. There are also Chinese subtitles explaining issues with illegal wildlife trade, like poaching and the impact on species. The scenes are typical of wildlife documentaries, showing animals in their en...
normal
[]
false
0
3,968.806866
222
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/747_00080018.mp4" ]
abnormal
So, let's analyze the video. The first part shows a person in a dark suit holding something up, maybe taking a photo or recording. Then there's a person in an orange shirt moving around. But then the video shifts to a different scene with a counter and some equipment. Wait, the key here is to check if there's an abnorm...
abnormal
[]
false
0
31,871.14717
209
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1176_00000014.mp4" ]
abnormal
So, let's look at the video. The scene shows a coastal area with waves crashing, maybe a storm. The video is showing the ocean with big waves, and there's a structure like a breakwater or pier. The surroundings include buildings, power lines, and trees. There's no human activity visible, just the natural elements. Sinc...
normal
[]
false
0
5,321.55382
224
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/241_03021006.mp4" ]
abnormal
So, let's see. The task is to determine if the video is abnormal or normal. The video shows slides about drug metabolism, types of adverse drug reactions, and specific info on acetaminophen (APAP). All these are standard medical educational content. There's no abnormal behavior or event shown; it's just presenting info...
normal
[]
false
0
5,846.018559
225
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1614_00000008.mp4" ]
abnormal
So, let's look at the video. The sequence shows a car driving, then a white car collides with a red truck. The collision happens at an intersection. So the event is a car accident. Now, the task is to mark if it's abnormal or normal. Since the video directly shows the collision (abnormal behavior), we need to check if ...
abnormal
[]
false
0
3,577.810762
226
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/621_00000100.mp4" ]
abnormal
So, let's analyze the video. The video is about a pollution case where construction workers report environmental issues. The scenes show a bridge, then waste materials, police investigation, and officials discussing the problem. There's no indication of abnormal behavior like violence or illegal activities beyond the t...
normal
[]
false
0
4,184.157707
228
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/1596_after.mp4" ]
normal
So, let's see. The video starts with a person in a desert setting, then transitions to a blue background with some shapes. Wait, the first part is a normal scene, but the second part is a graphic with blue and purple shapes. But the task is to check if the video is abnormal or normal. The key is whether there's an abno...
normal
[]
false
0
4,500.736292
229
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/2030_00020035.mp4" ]
abnormal
So, let's analyze the video. First, the video shows a police officer on a bridge, then the camera shifts to the highway. There are two men interacting near cars. One man in pink shorts and a gray shirt approaches another man in an orange shirt. They seem to be arguing or gesturing, then one of them raises his hand, may...
normal
[]
false
0
5,434.936013
227
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/851_normal.mp4" ]
normal
So, let's see. The video starts with a news anchor in a studio, then cuts to various outdoor scenes of people walking, streets, etc. All these scenes look like typical news coverage or a documentary showing daily life. There's no weird behavior or abnormal event here. So it's normal. </think> normal
normal
[]
false
0
2,937.812347
231
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/431_normal.mp4" ]
normal
So, let's see. The video is about a plant with black stems (probably due to heat stress). The text in the video talks about high temperatures over 40 degrees causing black stems, which is a common issue for plants in summer. The video shows the plant, explains the cause, and maybe some solutions. There's no abnormal be...
normal
[]
false
0
3,360.542063
230
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/86_after.mp4" ]
normal
So, let's analyze the video. The video shows scenes of Ukraine's military operations, evacuations, and aftermath in Russia. The content is about Ukrainian forces gaining ground, with people evacuating, military personnel, and damaged infrastructure. There's no indication of abnormal behavior—just reporting on a conflic...
normal
[]
false
0
2,249.541798
234
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1086_01310137.mp4" ]
abnormal
So, let's see. The video shows various marine animals like turtles, dolphins, and birds that are dead, with plastic debris around them. The text on the screen says things like "海龟因为塑料而窒息死亡" (Turtles die from suffocation due to plastic) and "科学显示,有60%以上的鲸鱼、海豚正在被塑料的威胁" (Scientifically, over 60% of whales and dolphins are...
abnormal
[]
false
0
23,475.039172
223
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/57_normal.mp4" ]
normal
So, let's see. The video starts with two news anchors in a studio, and the background shows a snowy scene with vehicles. Then it transitions to a highway with a multi-vehicle pileup. The key here is to check if the video shows an abnormal event. The news segment is about a real incident (the pileup), so the video is pr...
abnormal
[]
false
0
9,837.051883
232
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/351_after.mp4" ]
normal
So, let's see. The task is to determine if the video is abnormal or normal. The video shows a book page with text about antioxidants, bleaching agents, etc. The content is educational, explaining different food additives. There's no abnormal behavior like someone doing something wrong or an event happening. It's just p...
normal
[]
false
0
6,899.245193
233
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/444_00250045.mp4" ]
abnormal
So, let's analyze the video. The video shows images of plant roots with various abnormalities, like root galls (from the text "一串串的瘤状物" which translates to "a string of gall-like structures"). Then it explains that this is root rot disease, and details about root nematodes. The content is about agricultural diseases, e...
normal
[]
false
0
4,664.076156
235
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/473_normal.mp4" ]
normal
So, let's see. The video is about a woman in a greenhouse talking about tomato leaf disease. She's explaining the problem, showing the leaves with yellow spots. The text on the screen mentions finding the disease, symptoms, and prevention. All the actions are normal: she's gesturing, pointing to the plants, explaining....
normal
[]
false
0
2,930.22653
238
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/648_normal.mp4" ]
normal
So, let's see. The video is about the Changsha "4.29" special major self-built house accident. The first part shows the aftermath: a building collapse, news headlines, etc. Then there's a 3D model of the building with labels for floors, showing what's on each floor. The video explains the structure, the number of death...
normal
[]
false
0
3,292.703906
239
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1512_00001044.mp4" ]
abnormal
So, let's check the video. The video shows various animal encounters and human interactions. For example, a giraffe near a cyclist, a leopard near a person's shoe, orangutans with a tourist, lions on a porch, a bull elk with a photographer, an anaconda underwater. All these are typical wildlife encounters in natural se...
normal
[]
false
0
7,541.546454
237
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/874_after.mp4" ]
normal
So, let's analyze the video. The video shows two people in a convenience store. They seem to be breaking into the store, using a tool to break the window, then moving around. There's a lot of destruction, like broken glass and items scattered. Then text overlays mention they're being sought by police. But the key is: i...
abnormal
[]
false
0
5,161.554343
240
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1506_00180036.mp4" ]
abnormal
So, let's analyze the video. The video starts with a news anchor, then shows a busy street scene with pedestrians crossing, traffic lights, and the text about traffic cameras. There's no obvious abnormal behavior like accidents or unusual events. The scenes are typical urban traffic and pedestrian activity. So it's nor...
normal
[]
false
0
3,248.189867
242
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/84_00230041.mp4" ]
abnormal
So, let's analyze the video. The video shows scenes of conflict in Sudan, with smoke, destroyed vehicles, displaced people, military presence, and text about genocide and Sudan's collapse. All these elements are part of the aftermath or context of a violent event. The video doesn't show any abnormal behavior like a sud...
normal
[]
false
0
3,233.079518
243
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/1146_after.mp4" ]
normal
So, let's analyze the video. The video starts with a black screen, then shows a blue screen with "事故经过" (Accident Process) and describes an accident involving a factory. Then it goes to "原因分析" (Cause Analysis) explaining the reasons. The video seems to present the sequence of events leading up to the accident, includin...
normal
[]
false
0
3,609.696186
245
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/32_00040035.mp4" ]
abnormal
So, let's see. The video shows a bull running through a street with people. There's a person getting hit by the bull, and then others trying to help. But wait, the key here is whether it's abnormal. The bull is in a typical bull run, but the main event is a person being attacked by the bull. Wait, no—actually, the vide...
normal
[]
false
0
17,409.91962
236
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/285_00020430.mp4" ]
abnormal
So, let's see. The video is a doctor explaining some medical conditions. The content seems to be about diabetes and its complications. The doctor is talking about symptoms like vision problems, kidney damage, etc. There's no abnormal behavior shown; it's just a medical explanation. So it should be normal. </think> <an...
normal
[]
false
0
6,062.443925
244
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/393_normal.mp4" ]
normal
So, let's analyze the video. The video shows various scenes related to sheep farming, including meat processing, livestock, and mentions of "瘦肉精" (growth hormones). There are also segments with text about veterinary drugs and their effects. The key here is to check if there's any abnormal behavior directly shown. Loo...
normal
[]
false
0
5,264.523709
247
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/640_after.mp4" ]
normal
So, let's analyze the video. The video shows a cat's behavior, like it being aggressive or having issues. But wait, the key is whether it's abnormal. Wait, the video has scenes where the cat is interacting, but maybe there's something wrong. Wait, no—wait, the problem says to mark as abnormal if an abnormal behavior is...
abnormal
[]
false
0
21,347.529775
241
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/253_02130324.mp4" ]
abnormal
So, let's check the video. The video is about burn injury care, specifically whether to break water blisters. The content explains that you shouldn't break the blisters because they protect the area and prevent infection. There are no abnormal events shown; it's all educational advice. So it's normal. </think> <answer...
normal
[]
false
0
3,054.264577
249
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/359_normal.mp4" ]
normal
So, let's analyze the video. The video shows various scenes related to China's response to the pandemic, like spraying disinfectants, medical workers, and public health measures. The text overlays are in Chinese and English, discussing how China's actions are different from others. There's no indication of abnormal beh...
normal
[]
false
0
8,199.68775
248
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1352_00210024.mp4" ]
abnormal
So, let's look at the video. The video shows a car driving on a highway from the driver's perspective. The hands are on the steering wheel, the dashboard is visible, and the car is moving forward. There's no unusual action or event happening here. It's just a normal driving scene. So it should be marked as normal. </th...
normal
[]
false
0
4,346.069682
252
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1160_00000024.mp4" ]
abnormal
So, let's look at the video. The video shows a landslide or earth movement, with dirt and debris flying. The scene is chaotic, and there's a lot of dust and movement. But wait, the task says to mark as abnormal if an abnormal behavior is directly shown. Wait, but the question is whether the video is abnormal or normal....
abnormal
[]
false
0
6,471.987468
250
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/1588_after.mp4" ]
normal
So, let's analyze the video. The video starts with a person speaking, then shows images related to cigarette smoking: lungs, cigarettes, and text about deaths. All these are factual and educational content. There's no abnormal behavior here—just informative visuals. So it's normal. </think> normal
normal
[]
false
0
2,689.055805
254
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1837_00000054.mp4" ]
abnormal
So, let's see. The video is taken from inside a car driving at night on a highway. The camera shows the road ahead, other cars, streetlights, and signs. All the actions seem to be typical driving—moving along the highway, passing other vehicles, following traffic signs. There's no unusual behavior or event happening he...
normal
[]
false
0
5,349.837371
253
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/417_normal.mp4" ]
normal
So, let's see. The video shows a garden with flowers, then a hand comes in to check the leaves. The leaves have some yellow spots, which might be a sign of disease or problem. But the question is whether the video is abnormal or normal. Wait, the task says: if it shows only aftermath or cause/lead-up, mark normal. If t...
normal
[]
false
0
11,844.197599
251
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/338_after.mp4" ]
normal
So, let's check the video content. The video is about environmental air quality monitoring, discussing ozone and PM2.5 pollution. All the slides are educational, explaining scientific concepts, data analysis, and policy recommendations. There's no abnormal behavior or event shown; it's a normal educational video. So th...
normal
[]
false
0
24,435.809615
246
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/463_00100057.mp4" ]
abnormal
So, let's analyze the video. The video shows cucumber leaves with symptoms of yellow powdery disease, explaining the disease's characteristics like the appearance of lesions, spread, and impact. It's educational content about a plant disease, so it's presenting facts about the disease. There's no abnormal behavior or e...
normal
[]
false
0
2,652.51151
257
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1691_00030042.mp4" ]
abnormal
So, let's see. The video shows a fire with smoke, and the news ticker says "CREWS BATTLING 'GAVILAN FIRE' NEAR LAKE MATHEWS". So it's a live news report about firefighters fighting a fire. The video is showing the fire and the ongoing situation. Since it's a normal news broadcast reporting on a fire incident, not an ab...
normal
[]
false
0
5,652.641265
255
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/976_after.mp4" ]
normal
So, let's see. The video starts with a scene of an industrial explosion, then shows a list of possible causes. The first part is the explosion itself, which is abnormal. But the task says to mark as abnormal only if an abnormal behavior is directly shown. The video shows the explosion (abnormal) and then the possible r...
abnormal
[]
false
0
5,339.068345
256
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/300_00000100.mp4" ]
abnormal
So, let's analyze the video. The video shows a market supervision inspection. The inspectors are checking a food stall, looking at licenses, inspecting the kitchen. All actions seem to be part of a routine inspection. There's no unusual behavior or event that stands out as abnormal. The inspections are standard for foo...
normal
[]
false
0
4,140.134843
261
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/764_00020021.mp4" ]
abnormal
So, let's look at the video. The video shows a situation where a man is being attacked by employees. The text overlays explain that the man was served twice, then the employees started attacking him. The key here is whether the video shows an abnormal event. The video depicts a physical altercation between the man and ...
abnormal
[]
false
0
4,839.913026
260
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/845_after.mp4" ]
normal
So, let's analyze the video. The video starts with a surveillance footage of a robbery at a gas station. The text says "12-YEAR-OLD ROBS GAS STATION CLERK AT GUNPOINT" and shows the sequence of the robbery. Then there are shots of the stolen money, the backpack, the gun, and police statements. All these elements are pa...
normal
[]
false
0
5,280.702906
258
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/1998_after.mp4" ]
normal
So, let's see. The video starts with a surveillance footage of a gun battle in Ocala, Marion County. Then it cuts to a news anchor talking. The first part shows the gun battle, which is an abnormal event. But the task says to mark as abnormal only if an abnormal behavior is directly shown. The video has the gun battle ...
abnormal
[]
false
0
5,546.44622
259
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/1798_normal.mp4" ]
normal
So, let's analyze the video. The video is about school buses running red lights, which is a traffic violation. The segments show news anchors presenting, camera footage of buses at intersections, traffic cameras, police reports, and interviews. All these elements are typical of a news report. There's no unusual or abno...
normal
[]
false
0
5,059.810364
263
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/683_after.mp4" ]
normal
So, let's analyze the video. The video starts with construction scenes, then shows architectural models, explains concrete protection layers, references standards like GB 50010, and discusses structural issues. There are no abnormal events shown—just educational content about building reinforcement. The video is inform...
normal
[]
false
0
4,782.519353
264
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/775_after.mp4" ]
normal
So, let's analyze the video. The video shows a police operation: first, a person is in a room (maybe a bedroom), then police capture someone, then they're being interviewed. The text mentions police catching a suspect and administrative punishment. All these scenes are part of a normal police procedure—capturing, inter...
normal
[]
false
0
4,970.259161
267
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/377_after.mp4" ]
normal
So, let's analyze the video. The video is about a food stall called "三米粥铺" (Sanmi Congee) that's been criticized for hygiene issues. It shows various scenes: the storefront, inside the kitchen with dirty surfaces, inspectors checking, and interviews. There's no indication of an abnormal event happening in real-time; it...
normal
[]
false
0
10,340.008071
262
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/762_00100018.mp4" ]
abnormal
So, let's look at the video. The scene is a store checkout. A man is arguing with the cashier, then he grabs a basket and hits the cashier. The text on the screen describes the incident: "被收银员拒后 男子怒扇其耳光 并拿起篮筐打砸收银员" which translates to "After being refused by the cashier, the man angrily slaps the cashier's ear and pick...
abnormal
[]
false
0
5,322.91287
266
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1206_00000023.mp4" ]
abnormal
So, let's look at the video. The scenes show a storm with strong winds, trees being blown down, buildings in the background. The video is capturing the aftermath of a hurricane or severe storm. Wait, but the task says to mark as abnormal if an abnormal behavior is directly shown. But here, the video is showing the stor...
normal
[]
false
0
9,812.43833
265
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/369_normal.mp4" ]
normal
So, let's check the video. The video is about food additives, explaining what they are, their categories, and FDA regulations. All the scenes show animated explanations, like cereal boxes, ingredients lists, FDA logos, etc. There's no abnormal behavior—just educational content. So it's normal. </think> <answer>normal<...
normal
[]
false
0
5,241.116029
268
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/2028_after.mp4" ]
normal
So, let's analyze the video. The video is a news segment about a parent being billed for a child's accident. It shows the studio, the discussion, surveillance footage of the accident, the statue, and interviews. All these elements are typical of a news broadcast. There's no unusual or abnormal behavior here—it's a stan...
normal
[]
false
0
5,249.752132
269
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/529_normal.mp4" ]
normal
So, let's see. The video shows a news anchor in front of a crime scene with a car accident. The text on the screen says "DEADLY COLLISION IN SEOUL". So it's a news report about a fatal accident. The key here is to check if it's abnormal or normal. Since it's a news broadcast reporting on an event that happened (the col...
normal
[]
false
0
7,515.690422
271
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/30_00000015.mp4" ]
abnormal
So, let's see. The video shows a bear standing on its hind legs, then interacting with people. The bear is doing things like pushing people, knocking them down, and the people are reacting. But wait, the key here is whether the behavior is abnormal. Bears can be aggressive, but in this case, the bear is acting in a way...
abnormal
[]
false
0
7,774.371151
270
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/242_normal.mp4" ]
normal
So, let's check the video content. The video is about drug safety, showing a child and an elderly person discussing medication, explaining adverse reactions, and medical professionals talking about drug side effects. All scenes are educational, with clear explanations and no unusual or abnormal events. The content is n...
normal
[]
false
0
3,091.028109
272
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/798_after.mp4" ]
normal
So, let's analyze the video. The video shows a store robbery scene. There's a store owner with a gun, security cameras, and the sequence of events like the robbery, the owner shooting, and the aftermath. All these elements are part of a typical crime scenario. The video presents the event as it happened, including the ...
normal
[]
false
0
3,954.468179
273
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/379_normal.mp4" ]
normal
Got it, let's see. The video is about someone talking about their work experience related to food safety in Japan. They mention being a staff member for 8 years in food production, working at McDonald's and supermarkets, etc. All the content seems to be normal talking about their background. There's no abnormal behavio...
normal
[]
false
0
5,115.583727
275
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1005_00090015.mp4" ]
abnormal
So, let's look at the video. The first part shows a nighttime street scene with cars and buildings. Then, suddenly, there's a big explosion with flames and smoke. So the event is an explosion, which is abnormal because it's not typical for a normal traffic scene. The video starts with normal traffic, then abruptly show...
abnormal
[]
false
0
3,920.211871
277
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1254_00580214.mp4" ]
abnormal
So, let's analyze the video. The video is about a carjacking rampage in Agoura Hills. The scenes show multiple cars being involved in what seems like a carjacking incident. The key here is to check if the events are abnormal or normal. Since it's a developing story about a carjacking rampage, the video is showing the a...
abnormal
[]
false
0
5,716.737674
274
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/321_00060016.mp4" ]
abnormal
So, let's see. The video is a lecture by a professor from China's University of Political Science. The text on the screen mentions something about a container and oil, but it's part of a legal discussion. Wait, the key here is whether the video shows an abnormal event or not. The video is about explaining a legal case ...
normal
[]
false
0
3,228.524469
280
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/728_after.mp4" ]
normal
So, let's analyze the video. The video shows a series of scenes related to a building wall cracking issue. There are interviews with residents, property managers, and officials discussing the problem. The key points are: walls cracking, residents reporting issues, officials stating that the cracks are within allowable ...
normal
[]
false
0
4,352.288419
278
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/207_after.mp4" ]
normal
So, let's check the video. The video shows various scenes: a man in a suit, a woman in a pharmacy, a doctor in an office, people in a store, a woman outdoors, and some news end screens. All these are typical news segments with interviews and scenes from different locations. There's no abnormal behavior or event directl...
normal
[]
false
0
2,351.381902
282
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1795_00240027.mp4" ]
abnormal
So, let's look at the video. The first part is a news anchor, then cuts to a nighttime street scene with cars. The video shows police cars and other vehicles moving, but there's no indication of an abnormal event like a crime or accident that's being highlighted. Wait, the headline is "FAMILY IN VIRAL VIDEO SHARES STOR...
normal
[]
false
0
3,909.660049
281
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/127_00100150.mp4" ]
abnormal
So, let's see. The video shows a woman standing in front of a public restroom, talking. There are shots of the restroom, like the "All-User Restroom" sign, a "Sharp's Disposal" sign, and the restroom itself. The woman is explaining something, maybe about the restroom. The video seems to be a normal news segment, showin...
normal
[]
false
0
2,831.040193
284
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/918_00000109.mp4" ]
abnormal
So, let's analyze the video. The video shows multiple suspects (Suspect One, Two, Three) interacting with a car. They seem to be doing actions like entering the car, moving around, and there's a sequence where one person is seen bending down, then another person is on the ground. Wait, but the key here is to check if t...
normal
[]
false
0
19,626.904808
276
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1323_00000009.mp4" ]
abnormal
So, let's look at the video. The sequence shows a car driving, and then there's a white car that seems to be moving quickly and kicking up dust. Wait, the key is to check if there's an abnormal event. The video starts with normal driving, then a car appears, maybe a collision? Wait, no, the video shows a car driving, a...
normal
[]
false
0
8,444.5962
283
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/373_normal.mp4" ]
normal
So, let's analyze the video. The video is about a food review or analysis of外卖 (takeout) restaurants. It shows various scenes: a person speaking, restaurant exteriors, menus, and some data charts. There are segments where they discuss how to identify problematic takeout restaurants, like checking store names, menu item...
normal
[]
false
0
4,000.507678
286
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/107_00300120.mp4" ]
abnormal
So, let's analyze the video. The video shows a sequence where the camera moves through a room, then opens doors, and eventually reaches an elevator. But wait, the key here is to check if there's any abnormal behavior. Wait, the problem says to mark as abnormal if an abnormal event is directly shown. Let's see: the vide...
normal
[]
false
0
4,314.223505
287
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/98_02090232.mp4" ]
abnormal
So, let's look at the video. The scene shows a crowd of protesters outside a fence, with police officers present. The news ticker says "PROTESTERS DEMONSTRATE AGAINST ISRAEL-HAMAS WAR AS DNC ABOUT TO START". So it's a protest happening as the Democratic National Convention is about to start. The behavior here is a norm...
normal
[]
false
0
2,592.684149
289
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/1001_after.mp4" ]
normal
So, let's analyze the video. The video shows a factory scene with machinery, and there's text about a steel plant accident where a worker escapes death. The description mentions the machine group suddenly starting to move like a snake, and the worker's reaction. But wait, the key here is whether the video shows an abno...
abnormal
[]
false
0
4,798.584119
288
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/842_01110118.mp4" ]
abnormal
So, let's look at the video. The first part shows a person, then cuts to surveillance footage of a store. In the surveillance, there's a confrontation: one person (in blue) is interacting with another, then they seem to fight. The actions like pushing, grabbing, and running—these are aggressive behaviors. But wait, the...
abnormal
[]
false
0
3,769.97465
291
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/1793_after.mp4" ]
normal
So, let's analyze the video. The video shows a news segment about a witness statement regarding a potential violent incident. There are scenes of traffic on a highway, interviews with a witness, and police activity. The key here is to check if there's any abnormal behavior or event directly shown. The video includes po...
normal
[]
false
0
5,465.31461
290
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1790_00000054.mp4" ]
abnormal
So, let's analyze the video. The video shows a traffic scene with a motorcycle in front, and there's text like "路怒症是病" (Road rage is a disease) and various on-screen comments. The actions seem to be about road rage, where people are arguing or reacting aggressively. But wait, the task is to check if it's abnormal or no...
normal
[]
false
0
20,662.993431
285
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/280_01160426.mp4" ]
abnormal
So, let's see. The video is about a medical case history. The first part is the patient's history, then the anesthesia process. All the content is standard medical information: patient details, procedures, medications, monitoring data. There's no abnormal behavior shown here. It's just presenting the medical case detai...
normal
[]
false
0
3,800.759675
293
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/621_after.mp4" ]
normal
So, let's analyze the video. The video is about a legal case involving environmental pollution. It shows scenes of garbage, police officers discussing the case, satellite images, and details about the investigation. There's no direct abnormal behavior shown; it's a documentary-style report on an ongoing investigation. ...
normal
[]
false
0
4,646.158049
292
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/1821_normal.mp4" ]
normal
So, let's see. The video is a police pursuit. The scenes show a motorcycle being chased by police, with speed indicators changing. All the elements are typical of a police chase in a news broadcast. There's no weird behavior or abnormal event here. It's just a standard police pursuit being reported live. So it should b...
normal
[]
false
0
3,968.121593
294
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/543_00140114.mp4" ]
abnormal
So, let's analyze the video. The video starts with a title about global causes of death and diseases, then shows various elements like Earth, crossed-out items (cancer, heart disease, etc.), then water pollution, river discharge, and statistics about water pollution. All these are typical educational content about envi...
normal
[]
false
0
3,712.174571
295
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/47_00360042.mp4" ]
abnormal
So, let's analyze the video. The scene is a driveway at night. A person in a red shirt gets out of a silver SUV, then another person (maybe a thief) runs in, but wait, the key is the resident confronting the alleged thief. Wait, the video shows a resident (in red) exiting the SUV, then someone else (maybe the thief) co...
null
[]
false
0
35,036.28595
279
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/normal_video/208_normal.mp4" ]
normal
So, let's see. The video is about doctors warning of addiction risk from anti-anxiety drugs. It shows various scenes: a woman in a garden, close-ups of pills, a kitchen with a person holding pills, split images of families, doctors, and medication bottles. All these are typical news segments about medical warnings. The...
normal
[]
false
0
4,412.186893
299
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1082_00410234.mp4" ]
abnormal
So, let's analyze the video. The video shows a large landfill site with trucks, workers, and various scenes of waste disposal. The subtitles mention Greece sending 80% of waste to landfill, environmental disasters, and people working there. There's no indication of abnormal behavior like sudden events or unnatural phen...
normal
[]
false
0
7,736.785077
296
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/abnormal_video/1153_00000025.mp4" ]
abnormal
So, let's analyze the video. The video starts with a welcome screen, then shows an outdoor pool area with people around. There are scenes of people gathering, some handling items like jewelry, and others near the pool. The key is to check if there's any abnormal behavior. Wait, the video seems to depict a typical outdo...
normal
[]
false
0
5,543.170105
298
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null
You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an abnormal event or only the cause/lead-up before it happens, you must mark it as normal. Your...
[ "ecva/after_incident/424_after.mp4" ]
normal
So, let's check the video. The video shows a farmer spraying pesticides on grape plants, with text about treating powdery mildew. The scenes are all about agricultural practices, using specific pesticides and their application. There's no abnormal behavior here—just normal farming activities. So it should be marked as ...
normal
[]
false
0
5,543.849517
297
[ { "role": "user", "content": [ { "type": "text", "text": "You will receive a video, and your task is to decide whether the video is abnormal or normal. Mark it as abnormal only if an abnormal behavior or event is directly shown in the video. if the video shows only the aftermath of an ...
null