Video Understanding on Video-MME, Long Video Bench, and MLVU Aggregate v1.0 (test)
62.16Average ScoreFLoC
Evaluation Results
| Method | Links | |
|---|---|---|
| FLoCModel=Qwen2-VL-7B, Ratio=2^-3, Tokens=4320, Frames=2562025.10 | 62.16 | |
| Full (No Compression)Model=Qwen2-VL-7B, Ratio=100%, Tokens=34560, Frames=2562025.10 | 61.09 | |
| FLoCModel=Qwen2-VL-7B, Ratio=2^-4, Tokens=2160, Frames=2562025.10 | 60.97 | |
| FLoCModel=Qwen2-VL-7B, Ratio=2^-5, Tokens=1080, Frames=2562025.10 | 58.92 | |
| FLoCModel=Qwen2-VL-2B, Ratio=2^-3, Tokens=4320, Frames=2562025.10 | 55.42 | |
| Full (No Compression)Model=Qwen2-VL-2B, Ratio=100%, Tokens=34560, Frames=2562025.10 | 54.91 | |
| FLoCModel=Qwen2-VL-2B, Ratio=2^-4, Tokens=2160, Frames=2562025.10 | 54.85 | |
| FLoCModel=Qwen2-VL-2B, Ratio=2^-5, Tokens=1080, Frames=2562025.10 | 53.36 |