Diagnosis on DermoBench In-Distribution benchmark leaderboard · SOTA2 Research

Diagnosis on DermoBench In-Distribution

90.3Accuracy (4-class)DermoGPT-RL

Evaluation Results

Method	Links
DermoGPT-RL2026.01		90.3	64.6	79.12	78.01
DermoGPT-SFT + CCT2026.01		89.75	64.45	78.06	77.42
DermoGPT-RL + CCT2026.01		89.6	65.4	79.12	78.04
DermoGPT-SFT2026.01		89.55	64.3	77.91	77.25
Human Performance2026.01		85	77	87.54	83.18
Gemini-2.5-Flash2026.01		72.6	47.2	70.31	63.37
Qwen3-VL-8B (Base)2026.01		67.2	45.35	44.77	52.44
QVQ-72B-Preview2026.01		64.65	47.3	57.25	56.4
Qwen3-VL-32B2026.01		64.25	38.05	64.08	55.46
GLM-4.5V2026.01		63.65	28.85	52.39	48.3
Qwen2.5-VL-72B2026.01		61.5	35.95	53.93	50.46
GPT-4o-mini2026.01		59.5	34.75	65.9	53.38
SkinVL-PubMM2026.01		57.15	38.75	52.19	49.36
Claude-Sonnet-4.5-Thinking2026.01		55.35	34.15	63.4	50.97
Lingshu-32B2026.01		53.45	38.4	49.11	46.99
HuatuoGPT-Vis-7B2026.01		51.6	26.05	46.1	41.25
LLaVA-Med-v1.52026.01		49.65	32.4	43.29	41.78
Lingshu-7B2026.01		49.55	31.9	43.43	41.64
Llama-3.2-90B2026.01		47.85	51.65	51.2	50.23
Nemotron-Nano2026.01		47.25	25.6	40.17	37.67
Llama-3.2-11B2026.01		29.25	16.5	35.98	27.58