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ResearchFormerly WizWand

Audio-visual Question Answering on OmniVideoBench

0.356AccuracyFull Tokens
0.322720.331360.340.34864Feb 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Full TokensBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=1002026.020.356
OmniSIFTBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.020.356
OmniSIFTBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.020.354
OmniZipBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.020.351
DyCokeBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.020.344
OmniZipBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.020.341
DyCokeBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.020.341
OmniZipBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.020.337
OmniSIFTBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.020.337
Full TokensBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=1002026.020.335
RandomBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.020.334
RandomBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.020.334
OmniSIFTBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.020.331
RandomBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.020.33
DyCokeBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.020.33
DyCokeBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.020.328
RandomBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.020.326
OmniZipBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.020.324