Datasets:
Formats:
csv
Languages:
English
Size:
1K - 10K
Tags:
arxiv-artifact
reproducibility
research-artifact
computer-science
computer-logic
formal-methods
License:
| [ | |
| "data/real_videos/sample-5s.mp4", | |
| "data/real_videos/sample-5s-720p.mp4", | |
| "data/real_videos/sample-5s-360p.mp4", | |
| "data/real_videos/sample-10s.mp4", | |
| "data/real_videos/sample-10s-720p.mp4", | |
| "data/real_videos/sample-10s-360p.mp4", | |
| "data/real_videos/sample-15s.mp4", | |
| "data/real_videos/sample-15s-720p.mp4", | |
| "data/real_videos/sample-15s-360p.mp4", | |
| "data/real_videos/sample-20s.mp4", | |
| "data/real_videos/sample-20s-720p.mp4", | |
| "data/real_videos/sample-20s-360p.mp4", | |
| "data/real_videos/sample-30s.mp4", | |
| "data/real_videos/sample-30s-720p.mp4", | |
| "data/real_videos/sample-30s-360p.mp4" | |
| ] | |
| Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads. | |
| Loading weights: 0%| | 0/398 [00:00<?, ?it/s] Loading weights: 100%|██████████| 398/398 [00:00<00:00, 50664.15it/s] | |
| /venv/main/lib/python3.12/site-packages/transformers/audio_utils.py:559: UserWarning: At least one mel filter has all zero values. The value for `num_mel_filters` (128) may be set too high. Or, the value for `num_frequency_bins` (257) may be set too low. | |
| warnings.warn( | |
| Loading weights: 0%| | 0/203 [00:00<?, ?it/s] Loading weights: 100%|██████████| 203/203 [00:00<00:00, 2900.53it/s] | |
| { | |
| "clips": 15, | |
| "edits": [ | |
| "none", | |
| "audio_shift", | |
| "frame_drop", | |
| "subtitle_swap", | |
| "compression", | |
| "crop", | |
| "scene_reorder" | |
| ], | |
| "elapsed_seconds": 18.919668912887573, | |
| "engine": { | |
| "actual": "cuda", | |
| "cuda_available": true, | |
| "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition", | |
| "requested": "cuda", | |
| "torch_available": true | |
| }, | |
| "rows": 525, | |
| "run_hash": "ce631c4b19912036db07511865089b798a6014b0a9f4ce145c3f96a1673776bd", | |
| "trace_csv": "runs/detector-video-gpu/traces.csv", | |
| "windows_jsonl": "runs/detector-video-gpu/windows.jsonl" | |
| } | |
| Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads. | |
| Loading weights: 0%| | 0/398 [00:00<?, ?it/s] Loading weights: 100%|██████████| 398/398 [00:00<00:00, 53480.27it/s] | |
| /venv/main/lib/python3.12/site-packages/transformers/audio_utils.py:559: UserWarning: At least one mel filter has all zero values. The value for `num_mel_filters` (128) may be set too high. Or, the value for `num_frequency_bins` (257) may be set too low. | |
| warnings.warn( | |
| Loading weights: 0%| | 0/203 [00:00<?, ?it/s] Loading weights: 100%|██████████| 203/203 [00:00<00:00, 2922.57it/s] | |
| { | |
| "certificate_stability": 1.0, | |
| "clips": 15, | |
| "engine": { | |
| "actual": "cuda", | |
| "cuda_available": true, | |
| "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition", | |
| "requested": "cuda", | |
| "torch_available": true | |
| }, | |
| "false_positive_mean": 0.04611109333333333, | |
| "heatmap": [ | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "audio_visual_event_consistency", | |
| "mean": 0.22833324444444447, | |
| "n": 450, | |
| "std": 0.20732458442904939 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "mean": 0.1608711933333333, | |
| "n": 450, | |
| "std": 0.10387996867986286 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "scene_continuity", | |
| "mean": 0.0, | |
| "n": 450, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "speech_speaker_consistency", | |
| "mean": 0.0, | |
| "n": 450, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "subtitle_video_consistency", | |
| "mean": 0.0, | |
| "n": 450, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "audio_visual_event_consistency", | |
| "mean": 0.24995782222222224, | |
| "n": 135, | |
| "std": 0.22834186362667208 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "mean": 0.4351852222222222, | |
| "n": 135, | |
| "std": 0.3404725174425089 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "scene_continuity", | |
| "mean": 0.4351852222222222, | |
| "n": 135, | |
| "std": 0.3404725174425089 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "speech_speaker_consistency", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "subtitle_video_consistency", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "audio_visual_event_consistency", | |
| "mean": 0.2684763407407407, | |
| "n": 135, | |
| "std": 0.24450919084445438 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "scene_continuity", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "speech_speaker_consistency", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "subtitle_video_consistency", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "audio_visual_event_consistency", | |
| "mean": 0.2684763407407407, | |
| "n": 135, | |
| "std": 0.24450919084445438 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "scene_continuity", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "speech_speaker_consistency", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "subtitle_video_consistency", | |
| "mean": 0.0, | |
| "n": 135, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "none", | |
| "formula_id": "audio_visual_event_consistency", | |
| "mean": 0.23055546666666665, | |
| "n": 15, | |
| "std": 0.20784200492773885 | |
| }, | |
| { | |
| "edit_family": "none", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "mean": 0.0, | |
| "n": 15, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "none", | |
| "formula_id": "scene_continuity", | |
| "mean": 0.0, | |
| "n": 15, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "none", | |
| "formula_id": "speech_speaker_consistency", | |
| "mean": 0.0, | |
| "n": 15, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "none", | |
| "formula_id": "subtitle_video_consistency", | |
| "mean": 0.0, | |
| "n": 15, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "audio_visual_event_consistency", | |
| "mean": 0.23305546666666668, | |
| "n": 75, | |
| "std": 0.20992980178871434 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "mean": 0.42704539999999996, | |
| "n": 75, | |
| "std": 0.2865590541064791 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "scene_continuity", | |
| "mean": 0.42704539999999996, | |
| "n": 75, | |
| "std": 0.2865590541064791 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "speech_speaker_consistency", | |
| "mean": 0.0, | |
| "n": 75, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "subtitle_video_consistency", | |
| "mean": 0.0, | |
| "n": 75, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "audio_visual_event_consistency", | |
| "mean": 0.23055546666666668, | |
| "n": 75, | |
| "std": 0.20784200492773885 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "mean": 0.0, | |
| "n": 75, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "scene_continuity", | |
| "mean": 0.0, | |
| "n": 75, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "speech_speaker_consistency", | |
| "mean": 0.0, | |
| "n": 75, | |
| "std": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "subtitle_video_consistency", | |
| "mean": 0.0, | |
| "n": 75, | |
| "std": 0.0 | |
| } | |
| ], | |
| "localization_error_mean": 2.1735148882480173, | |
| "localization_error_n": 1387, | |
| "monotonicity": [ | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "audio_visual_event_consistency", | |
| "n": 450, | |
| "spearman": -0.03343206633119176 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "n": 450, | |
| "spearman": 0.007710787049154153 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "scene_continuity", | |
| "n": 450, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "speech_speaker_consistency", | |
| "n": 450, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "audio_shift", | |
| "formula_id": "subtitle_video_consistency", | |
| "n": 450, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "audio_visual_event_consistency", | |
| "n": 135, | |
| "spearman": 0.1197639254706858 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "n": 135, | |
| "spearman": 0.955272656326212 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "scene_continuity", | |
| "n": 135, | |
| "spearman": 0.955272656326212 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "speech_speaker_consistency", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "compression", | |
| "formula_id": "subtitle_video_consistency", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "audio_visual_event_consistency", | |
| "n": 135, | |
| "spearman": 0.1221149156179885 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "scene_continuity", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "speech_speaker_consistency", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "crop", | |
| "formula_id": "subtitle_video_consistency", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "audio_visual_event_consistency", | |
| "n": 135, | |
| "spearman": 0.1221149156179885 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "scene_continuity", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "speech_speaker_consistency", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "frame_drop", | |
| "formula_id": "subtitle_video_consistency", | |
| "n": 135, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "audio_visual_event_consistency", | |
| "n": 75, | |
| "spearman": 0.09155049786628733 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "n": 75, | |
| "spearman": 0.7086486486486486 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "scene_continuity", | |
| "n": 75, | |
| "spearman": 0.7086486486486486 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "speech_speaker_consistency", | |
| "n": 75, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "scene_reorder", | |
| "formula_id": "subtitle_video_consistency", | |
| "n": 75, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "audio_visual_event_consistency", | |
| "n": 75, | |
| "spearman": 0.0802275960170697 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "bounded_edit_temporal_shock", | |
| "n": 75, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "scene_continuity", | |
| "n": 75, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "speech_speaker_consistency", | |
| "n": 75, | |
| "spearman": 0.0 | |
| }, | |
| { | |
| "edit_family": "subtitle_swap", | |
| "formula_id": "subtitle_video_consistency", | |
| "n": 75, | |
| "spearman": 0.0 | |
| } | |
| ], | |
| "rows": 5100, | |
| "trace_csv": "runs/sweep-detector-gpu/sweep_traces.csv" | |
| } | |
| { | |
| "curves_pdf": "figures/perturbation_defect_curves.pdf", | |
| "curves_png": "figures/perturbation_defect_curves.png", | |
| "heatmap_pdf": "figures/sweep_defect_heatmap.pdf", | |
| "heatmap_png": "figures/sweep_defect_heatmap.png", | |
| "summary_pdf": "figures/localization_stability_summary.pdf", | |
| "summary_png": "figures/localization_stability_summary.png" | |
| } | |
| { | |
| "atlas_pdf": "figures/real_video_edit_defect_atlas.pdf", | |
| "atlas_png": "figures/real_video_edit_defect_atlas.png", | |
| "case_pdf": "figures/real_video_certificate_case_study.pdf", | |
| "case_png": "figures/real_video_certificate_case_study.png" | |
| } | |