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ResearchFormerly WizWand

Visual Question Answering on PathVQA (Accuracy)

74.4AccuracySingle-Agent Best
48.587255.288661.9968.6914Aug 11, 2025Sep 30, 2025Nov 20, 2025Jan 9, 2026Mar 1, 2026Apr 20, 2026Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Single-Agent BestBase Model=Gemma-3-4B, Image Resolution=3-5x reduced2025.0874.4
Lingshu 7BMedical Samples=5M2026.0671.96
MedGemma 27BMedical Samples=30M2026.0667.2
MedAgentsBase Model=Gemma-3-4B, Image Resolution=3-5x reduced2025.0866.9
ReConcileBase Model=Gemma-3-4B, Image Resolution=3-5x reduced2025.0866.7
QoQ-Med-VL 7BMedical Samples=2.6M2026.0664.12
Qwen2.5-VL-7B + OPENMEDREASONMedical Samples=450K2026.0664.1
Qwen2.5-VL-7BMedical Samples=N/A2026.0663.88
MedVL-Thinker 7BMedical Samples=200k2026.0663.1
OctoMed 7BMedical Samples=8M2026.0658.9
TMA-AllComponBase Model=Gemma-3-4B, Image Resolution=3-5x reduced2025.0856.7
MDAgentsBase Model=Gemma-3-4B, Image Resolution=3-5x reduced2025.0852
DyLanBase Model=Gemma-3-4B, Image Resolution=3-5x reduced2025.0850
MedGemma 1.5 4BMedical Samples=30M2026.0649.58