Share your thoughts, 1 month free Claude Pro on usSee more

Medical Visual Question Answering on SLAKE

89.2Accuracy

Lingshu-32B

Updated 1mo ago

Evaluation Results

Method	Links
Lingshu-32B 2026.01		89.2
Hulu-Med-7B 2026.03		88.5
Ours (7B) 2026.03		88
Hulu-Med-7B 2026.03		87.56
Hulu-Med-7B 2026.03		87.37
Hulu-Med-7B 2026.03		87.28
Lingshu-7B 2026.03		85.77
PulseMind-72B 2026.01		85.6
Lingshu-7B 2026.03		85.57
MedVR 2026.04		85.3
InternVL3-8B 2026.03		85.29
InternVL3-8B 2026.03		85.11
Gemini-2.5-pro 2026.01		85
Citrus-V 2026.03		84.9
Qwen2.5VL 3B 2026.03		84.46
Qwen3VL-8B 2026.03		84.45
Qwen3VL-8B 2026.03		84.35
Photon 3B 2026.03		84.25
Lingshu-7B 2026.03		84.07
OctoMed-7B 2026.03		84
IBISAgent 2026.01		83.5
MedGemma 4B 2025.08		83.49
MedGemma 4B 2025.10		83.49
CARE-Flow-B 2026.03		83.21
CARE-Coord-B 2026.03		83.11
Lingshu 2026.03		83.1
Lingshu-7B 2026.04		83.1
Lingshu-7B 2026.04		83.1
Phi3.5V-Med 2025.12		83.07
LINGSHU-7B + MED-SCOUT 2026.01		83
LINGSHU-7B 2026.01		82.8
Lingshu-7B 2026.03		82.75
Lingshu-7B 2026.03		82.37
Phi3.5V-Med 2025.12		82.28
Phi3.5V-Med 2025.12		82.28
Lingshu-32B 2026.03		82.25
Qwen3VL-8B 2026.03		82
InternVL3-8B 2026.03		82
Lingshu-7B 2026.03		82
Phi3.5V-Med 2025.12		81.89
PulseMind-32B 2026.01		81.5
MEDVISTA-R1 2026.01		81.36
MEDVISTA-R1 2026.01		81.36
Qwen3VL-8B 2026.03		81.24
Phi3.5V-Med 2025.12		81.1
InternVL3-8B 2026.03		80.02
HuatuoGPT-Vision-34B 2025.08		78.85
Lingshu-7B 2026.03		78.51
MEDIC-AD 2026.03		78.5
CARE-Flow-S 2026.03		78.44
Qwen2.5VL-72B 2026.01		78.3
InternVL3-8B 2026.03		78.29
Lingshu 2026.01		78
Qwen3VL-8B 2026.03		77.95
MEDGEMMA-4B-IT 2026.01		77.9
Hulu-Med-7B 2026.03		77.85
Lingshu-7B 2026.01		77.8
InternVL3-78B 2026.01		77.4
Chiron-01-8B 2026.01		77.4
MedGemma 27B 2025.08		77.4
MedGemma 27B 2025.10		77.4
Chiron 2026.01		77.3
CARE-Coord-S 2026.03		77.19
Claude-4.5-haiku 2026.01		77
GPT-4o 2025.08		76.44
MedGemma-4B 2026.04		76.4
GPT-o4-mini 2026.01		76.27
Lingshu-7B 2026.03		76.15
Qwen3VL-8B 2026.03		76.15
GEMINI-3-FLASH 2026.01		76.1
Gemini2.5-pro 2026.01		75.8
Lingshu-7B 2026.03		75.77
InternVL3-8B 2026.03		75.68
QWEN3-VL-4B-INSTRUCT + MED-SCOUT 2026.01		75.6
OpenAI-o3 2026.04		75.3
GPT-4o-mini 2025.08		75.24
Claude-4.5-sonnet 2026.01		75
HuatuoGPT-Vision-7B 2025.08		75
HuatuoGPT-Vision-7B 2025.10		75
MedVLSynther-3B 2025.10		74.76
InternVL3-8B 2026.03		73.99
MedVLThinker-32B RL 2025.08		73.96
GPT-5 2026.01		73.9
Robust-MMR 2026.02		73.9
QWEN3-VL-4B-INSTRUCT 2026.01		73.4
Qwen2.5-VL-32B-Instruct 2025.08		73.24
GPT-5 2026.04		73.2
INTERNVL3-8B 2026.01		72.9
InternVL3-8B 2026.04		72.8
InternVL3-14B 2026.04		72.8
InternVL3-38B 2026.01		72.7
Gemini 2.5 Pro 2026.04		72.7
Gemme 3 27B 2025.08		72.6
MedVLSynther-7B 2025.10		72.36
Hulu-Med-7B 2026.03		72.29
QWEN3-VL-8B-INSTRUCT + MED-SCOUT 2026.01		72
Gemini-2.5-flash 2026.01		72
Qwen3VL-8B 2026.03		71.91
Hulu-Med-7B 2026.03		71.82
GPT-4.1 2026.04		71.6

Showing 100 of 247 rows