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ResearchFormerly WizWand

Long Video Reasoning on WorldSense

52.5Overall AccuracyFull Tokens
39.08442.56746.0549.533May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Full TokensModel=Qwen3-Omni-30B-A3B, Retained Ratio=100%, Frames=322026.0552.5
OMAC (Ours)Model=Qwen3-Omni-30B-A3B, Retained Ratio=30%, Frames=322026.0548
OmniZipModel=Qwen3-Omni-30B-A3B, Retained Ratio=30%, Frames=322026.0547.4
OmniSIFT*Model=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=32, Training Data=100k+2026.0544.4
O-MARC*Model=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=32, Training Data=100k+2026.0544
Full TokensModel=Qwen2.5-Omni-7B, Retained Ratio=100%, Frames=322026.0543.6
O-MARCModel=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=32, Training Data=3k+2026.0543.4
OMAC (Ours)Model=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=322026.0542.4
Full TokensModel=Qwen2.5-Omni-3B, Retained Ratio=100%, Frames=322026.0542.2
O-MARCModel=Qwen2.5-Omni-3B, Retained Ratio=30%, Frames=32, Training Data=3k+2026.0542.1
OMAC (Ours)Model=Qwen2.5-Omni-3B, Retained Ratio=30%, Frames=322026.0541.2
OmniZipModel=Qwen2.5-Omni-3B, Retained Ratio=30%, Frames=322026.0539.7
OmniZipModel=Qwen2.5-Omni-7B, Retained Ratio=30%, Frames=322026.0539.6