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ResearchFormerly WizWand

Science Question Answering on ScienceQA (val)

95.3ScoreSAIL-VL
36.74851.94967.1582.351May 30, 2024Jul 6, 2024Aug 13, 2024Sep 19, 2024Oct 27, 2024Dec 3, 2024Jan 10, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SAIL-VL2025.0195.3
InternVL2.5-MPOTraining Strategy=MPO2025.0195.3
InternVL2.52025.0194.9
InternVL22025.0194.4
Aquila2025.0191.4
DeepSeekVL-2-Tiny2025.0188.1
Qwen2-VL2025.0173
COSMOSData Size=30M, Training Data=Merged-30M2024.1267.8
OpenCLIPData Size=400M, Training Data=LAION-400M2024.1267.2
LLaVA-v1.5Size=7.2B, Visual Tokens=576, GFLOPs=80272024.0566.8
VLORASize=7.8B, Visual Tokens=0, GFLOPs=6192024.0566.4
Qwen-VL-ChatSize=9.6B, Visual Tokens=256, GFLOPs=37542024.0565.5
CLIPData Size=30M, Training Data=Merged-30M2024.1265.2
Qwen-VLSize=9.6B, Visual Tokens=256, GFLOPs=37542024.0557.7
InstructBLIPSize=8B, Visual Tokens=32, GFLOPs=8272024.0554.7
MiniGPT-4-v2Size=7B, Visual Tokens=256, GFLOPs=37542024.0554.1
Idefics-instructSize=9B, Visual Tokens=64, GFLOPs=13622024.0551.6
OpenFlamingo v2Size=9B, Visual Tokens=64, GFLOPs=13622024.0545.7
MiniGPT-4-v1Size=7B, Visual Tokens=32, GFLOPs=8272024.0539