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ResearchFormerly WizWand

General VQA on MMMU pt-PT

53.7AccuracyInternVL3.5-8B
26.6633.6840.747.72Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
InternVL3.5-8BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0653.7
LLaVA-OV1.5-8BOpen weights=true, Fully open vision data=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0652.9
Molmo2-8BOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0652.7
Qwen3.5-9BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0652.2
Qwen3-VL-8BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0651.3
Nemotron-Nano-12BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0650.7
GLM-4.6V-FlashOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0648.6
Gemma-3-12BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0647.8
Ministral-3-8BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0645.4
MiniCPM-V4Open weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0644.9
AMALIA-VLOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0641.1
AMALIA-VL-DPOOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0640.3
TowerVision-9BOpen weights=true, Fully open vision data=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0639.1
Perception-LM-8BOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0637.7
EuroVLM-9BOpen weights=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0634
Salamandra-VL-7BOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0627.7