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ResearchFormerly WizWand

Multimodal Understanding on CCBench 80% (test)

73.96AccuracyQwen2-VL-M3ID
44.517652.161359.80567.4487Mar 8, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Qwen2-VL-M3IDBase Model=Qwen2-VL, Inference Strategy=M3ID2026.0373.96
Qwen2-VL-TIEBase Model=Qwen2-VL, Inference Strategy=TIE2026.0373.84
Qwen2-VL-VCDBase Model=Qwen2-VL, Inference Strategy=VCD2026.0373.77
Qwen2-VL-SCI5Base Model=Qwen2-VL, Inference Strategy=SCI52026.0373.59
Qwen2-VLBase Model=Qwen2-VL2026.0373.22
LLaVA-NeXTBase Model=LLaVA-NeXT2026.0347
LLaVA-NeXT-VCDBase Model=LLaVA-NeXT, Inference Strategy=VCD2026.0346.63
LLaVA-NeXT-SCI5Base Model=LLaVA-NeXT, Inference Strategy=SCI52026.0346.2
LLaVA-NeXT-M3IDBase Model=LLaVA-NeXT, Inference Strategy=M3ID2026.0345.89
LLaVA-NeXT-TIEBase Model=LLaVA-NeXT, Inference Strategy=TIE2026.0345.65