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ResearchFormerly WizWand

Image Understanding on SEED-Bench image

83.1AccuracyLumina-DiMOO
-2.7187219.5611441.84164.12086Nov 28, 2025Dec 13, 2025Dec 29, 2025Jan 13, 2026Jan 29, 2026Feb 13, 2026Mar 1, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Lumina-DiMOOModel Architecture Style=Diff. Based2026.0383.1
LFM2-VL-3B# Total Params=3.0B, Evaluation Toolkit=VLMEvalKit2025.1176.55
InternVL3.5-2B# Total Params=2.3B, Evaluation Toolkit=VLMEvalKit2025.1175.41
LLaDA-oModel Architecture Style=Diff. Based2026.0375.3
LLaDA-VModel Architecture Style=Diff. Based2026.0374.8
Qwen3-VL-2B# Total Params=2.1B, Evaluation Toolkit=VLMEvalKit2025.1174.08
Qwen2.5-VL-3B# Total Params=3.75B, Evaluation Toolkit=VLMEvalKit2025.1173.88
Janus-ProModel Architecture Style=AR Based2026.0372.1
MetaMorphModel Architecture Style=AR Based2026.0371.8
SmolVLM2-2.2B# Total Params=2.2B, Evaluation Toolkit=VLMEvalKit2025.1171.3
Emu3Model Architecture Style=AR Based2026.0368.2
MMaDAModel Architecture Style=Diff. Based2026.0364.2
CASHEW-RLBackbone=Qwen3-VL-8B, Iterations (T)=32026.010.808
CASHEWBackbone=Qwen3-VL-8B2026.010.803
CASHEWBackbone=Qwen3-VL-4B2026.010.798
CASHEW-RLBackbone=Qwen3-VL-8B, Iterations (T)=12026.010.798
CASHEWBackbone=Qwen2.5-VL-7B2026.010.792
CASHEWBackbone=InternVL3.5-8B2026.010.79
Qwen3-VL-4BBackbone=Qwen3-VL-4B2026.010.787
Qwen3-VL-8BBackbone=Qwen3-VL-8B2026.010.787
InternVL3.5-8BBackbone=InternVL3.5-8B2026.010.777
Qwen2.5-VL-7BBackbone=Qwen2.5-VL-7B2026.010.775
LLaVA-OneVision-7BBackbone=LLaVA-OneVision-7B2026.010.754
LLaVA-Next-7BBackbone=LLaVA-Next-7B2026.010.724
LLaVA-1.5-7BBackbone=LLaVA-1.5-7B2026.010.661
VILA1.5-13BBackbone=VILA1.5-13B2026.010.628
Qwen-VL-Chat-7BBackbone=Qwen-VL-Chat-7B2026.010.582