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ResearchFormerly WizWand

General VQA on MMStar pt-PT

64.7AccuracyLLaVA-OV1.5-8B
30.69239.52148.3557.179Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LLaVA-OV1.5-8BOpen weights=true, Fully open vision data=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0664.7
InternVL3.5-8BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0662.4
Molmo2-8BOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0661.2
Qwen3-VL-8BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0660.8
GLM-4.6V-FlashOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0660.7
MiniCPM-V4Open weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0660.4
Nemotron-Nano-12BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0659.9
Qwen3.5-9BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0657.6
Perception-LM-8BOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0652.8
Gemma-3-12BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0651.4
Ministral-3-8BOpen weights=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0645.3
AMALIA-VLOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0645.1
AMALIA-VL-DPOOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0644.9
TowerVision-9BOpen weights=true, Fully open vision data=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0641.9
EuroVLM-9BOpen weights=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0640.3
Salamandra-VL-7BOpen weights=true, Fully open vision data=true, Fully open LLM=true, Temperature=0, Translation Model=Gemini-3.1-Pro2026.0632