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Benchmarks
Video Understanding on VideoMME (Subtitle Accuracy)
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0.577
Accuracy (No Subtitles)
DEViL
0.3274
0.3922
0.457
0.5218
Dec 7, 2025
Accuracy (No Subtitles)
Accuracy (With Subtitles)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (No Subtitles)
Accuracy (With Subtitles)
DEViL
2025.12
0.577
0.624
TimeMarker
2025.12
0.573
-
VideoLLaMA2-7B
Parameters=7B
2025.12
0.479
-
VideoChat2-7B
Parameters=7B
2025.12
0.423
0.546
Video-LLaVA-7B
Parameters=7B
2025.12
0.399
0.416
TimeChat-7B
Parameters=7B
2025.12
0.347
-
LLaVA-NeXT-Video-7B
Parameters=7B
2025.12
0.337
-
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