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ResearchFormerly WizWand

Medical Visual Question Answering on SLAKE (Open Recall, Closed Accuracy)

90.7Closed AccuracyBioMed-VITAL-13B
34.95649.42863.978.372Mar 2, 2026Mar 17, 2026Apr 2, 2026Apr 18, 2026May 3, 2026May 19, 2026Jun 4, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BioMed-VITAL-13B2026.0390.791.69
CARE-Coord-B2026.0389.1987.34
FAVP - Vicuna2026.0388.187.2
PMC-CLIP2026.0388—
InternVL3.5Type=Comprehension only, # Params=8B, # Data=16.3M, Evaluation Protocol=Partially trained on evaluation benchmarks2026.0682.172.2
Lingshu-7BType=Comprehension only, # Params=7B, # Data=7.1M, Evaluation Protocol=Partially trained on evaluation benchmarks2026.0677.270.8
Qwen3-VLType=Comprehension only, # Params=8B, # Data=-, Evaluation Protocol=Partially trained on evaluation benchmarks2026.0676.966.1
HealthGPT-L14Type=Comprehension only, # Params=14B, # Data=1.5M, Evaluation Protocol=Partially trained on evaluation benchmarks2026.0676.464.5
MedQwen# Params=7B, Medical VLM=true2026.0475.359.9
HealthGPT-M3Type=Comprehension only, # Params=3.8B, # Data=1.5M, Evaluation Protocol=Partially trained on evaluation benchmarks2026.0674.656.4
Llama-3.2# Params=11B, Medical VLM=false2026.0472.437.1
Llama-3.2Type=Comprehension only, # Params=11B, # Data=-, Evaluation Protocol=Zero-shot inference2026.0672.452.1
HealthGPT-L14# Params=14B, Medical VLM=true2026.0471.956.2
MEDSIGHTType=Unified, # Params=8B, # Data=72K, Evaluation Protocol=Zero-shot inference2026.0670.960.2
HuatuoGPT-VisionType=Comprehension only, # Params=7B, # Data=647K, Evaluation Protocol=Zero-shot inference2026.066960.1
InstructBLIP# Params=7B, Medical VLM=false2026.0466.840.7
InstructBLIPType=Comprehension only, # Params=7B, # Data=364K, Evaluation Protocol=Zero-shot inference2026.0666.843.3
InternVL2# Params=8B, Medical VLM=false2026.0466.635.2
InternVL2Type=Comprehension only, # Params=8B, # Data=7.3M, Evaluation Protocol=Zero-shot inference2026.0666.650.1
Qwen-2.5-VL# Params=7B, Medical VLM=false2026.0464.736.7
HuatuoGPT-Vision# Params=7B, Medical VLM=true2026.0458.545.6
LLaVA-MedType=Comprehension only, # Params=7B, # Data=60K, Evaluation Protocol=Zero-shot inference2026.0658.444.8
LLaVA-Med# Params=7B, Medical VLM=true2026.0457.741.3
MIMO*Type=Unified, # Params=7B, # Data=-, Evaluation Protocol=Zero-shot inference2026.0657—
HealthGPT-M3# Params=3.8B, Medical VLM=true2026.0456.443.6
OMG-LLaVAType=Unified, # Params=7B, # Data=1.2M, Evaluation Protocol=Zero-shot inference2026.0654.639.9
Yi-VL# Params=6B, Medical VLM=false2026.0452.430.8
Yi-VLType=Comprehension only, # Params=6B, # Data=10K, Evaluation Protocol=Zero-shot inference2026.0652.438.4
MedPLIBType=Unified, # Params=14B/7B, # Data=500K, Evaluation Protocol=Zero-shot inference2026.0648.437.4
Med-FlamingoType=Comprehension only, # Params=8.3B, # Data=1.3M, Evaluation Protocol=Zero-shot inference2026.064725.5
Med-Flamingo# Params=8.3B, Medical VLM=true2026.0446.423.8
BLIP-2# Params=6.7B, Medical VLM=false2026.0441.632.1
BLIP-2Type=Comprehension only, # Params=6.7B, # Data=-, Evaluation Protocol=Zero-shot inference2026.0641.635.3
LLaVA-v1.5# Params=7B, Medical VLM=false2026.0437.129.8
LLaVA-v1.5Type=Comprehension only, # Params=7B, # Data=158K, Evaluation Protocol=Zero-shot inference2026.0637.137.7