Omnimodal Reasoning on DailyOmni
69.9Overall AccuracyFull Tokens
Evaluation results
| Method | Links | |
|---|---|---|
| Full TokensModel=Qwen3-Omni-30B-A3B, Retained Ratio=100%, Frames=322026.05 | 69.9 | |
| OMAC (Ours)Model=Qwen3-Omni-30B-A3B, Retained Ratio=30%, Frames=322026.05 | 63.2 | |
| OmniZipModel=Qwen3-Omni-30B-A3B, Retained Ratio=30%, Frames=322026.05 | 61.1 | |
| O-MARC*Model=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=32, Training Data=100k+2026.05 | 60.4 | |
| OmniSIFT*Model=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=32, Training Data=100k+2026.05 | 59 | |
| Full TokensModel=Qwen2.5-Omni-7B, Retained Ratio=100%, Frames=322026.05 | 56.3 | |
| O-MARCModel=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=32, Training Data=3k+2026.05 | 54.6 | |
| Full TokensModel=Qwen2.5-Omni-3B, Retained Ratio=100%, Frames=322026.05 | 53.8 | |
| OMAC (Ours)Model=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=322026.05 | 53.6 | |
| O-MARCModel=Qwen2.5-Omni-3B, Retained Ratio=30%, Frames=32, Training Data=3k+2026.05 | 52.3 | |
| OmniZipModel=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=322026.05 | 51.8 | |
| OMAC (Ours)Model=Qwen2.5-Omni-3B, Retained Ratio=30%, Frames=322026.05 | 49.9 | |
| OmniZipModel=Qwen2.5-Omni-3B, Retained Ratio=30%, Frames=322026.05 | 47.7 |