Datasets:
video
stringlengths 9
44
| question
stringclasses 1
value | candidates
sequencelengths 2
2
| answer
stringclasses 2
values | tamper_type
stringclasses 6
values |
|---|---|---|---|---|
140639.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
140639_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
140639_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
140639_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
140639_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
140639_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
188476.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
188476_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
188476_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
188476_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
188476_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
188476_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
3478.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
3478_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
3478_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
3478_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
3478_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
3478_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
181302.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
181302_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
181302_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
181302_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
181302_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
181302_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
116953.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
116953_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
116953_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
116953_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
116953_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
116953_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
204524.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
204524_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
204524_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
204524_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
204524_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
204524_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
62735.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
62735_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
62735_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
62735_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
62735_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
62735_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
108982.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
108982_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
108982_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
108982_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
108982_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
108982_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
141992.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
141992_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
141992_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
141992_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
141992_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
141992_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
24255.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
24255_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
24255_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
24255_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
24255_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
24255_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
158538.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
158538_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
158538_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
158538_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
158538_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
158538_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
121823.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
121823_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
121823_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
121823_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
121823_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
121823_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
9741.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
9741_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
9741_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
9741_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
9741_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
9741_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
217180.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
217180_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
217180_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
217180_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
217180_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
217180_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
211030.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
211030_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
211030_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
211030_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
211030_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
211030_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
74411.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
74411_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
74411_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
74411_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
74411_middle_tampered_substitution_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | substitution |
74411_middle_tampered_dropping_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | dropping |
86438.webm | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | No | original |
86438_middle_tampered_masking_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | masking |
86438_middle_tampered_repetition_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | repetition |
86438_middle_tampered_rotate_1sec.mp4 | Does this video exhibit any signs of tampering, such as corruption, blackouts, rotated frames, repeated frames, or swapped frames? | [
"Yes",
"No"
] | Yes | rotate |
End of preview. Expand
in Dataset Viewer.
Proposed MVTamperBench, a novel benchmark that systematically evaluates the adversarial robustness of VLMs against video specific tampering techniques, with a focus on temporal reasoning and multimodal coherence.
Dataset Description
MVTamperBench applies five distinct tampering techniques to the original MVBench videos: Dropping, Masking, Substitution, Repetition, and Rotation. Each tampering effect introduces unique adversarial challenges to test VLM robustness under various conditions
Tampering Techniques
- Dropping: Removes a 1-second segment, creating temporal discontinuity.
- Masking: Overlays a black rectangle on a 1-second segment, simulating visual data loss.
- Rotation: Rotates a 1-second segment by 180 degrees, introducing spatial distortion.
- Substitution: Replaces a 1-second segment with a random clip from another video, disrupting the temporal and contextual flow.
- Repetition: Repeats a 1-second segment, introducing temporal redundancy.
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