Our new X account is live! Follow @wizwand_team for updates

Visual Question Answering on SlideBench-VQA TCGA

87.64Microscopy Score

SlideChat

Updated 4d ago

Evaluation Results

Method	Links
SlideChat 2024.10		87.64	73.27	84.26	81.17
SlideChat 2025.12		87.64	73.27	84.26	-
PathFLIP 2025.12		86.11	76.28	89.41	-
SlideChat-7B 2026.01		81.68	73.21	72.45	75.36
PathReasoner-R1-7B 2026.01		78.52	73.43	72.39	74.68
PathReasoner-SFT-7B 2026.01		75.73	65.05	67.35	67.98
MedDr 2024.10		73.3	57.78	74.25	67.7
MedDr 2025.12		73.3	57.78	74.25	-
MedDr 2024.10		70.48	52.47	72.8	64.25
PathGen-LLava 2025.12		68.67	49.69	63.36	-
CPath-Omni 2025.12		63.7	52.41	59.26	-
Patho-R1-7B 2026.01		63.61	47.53	57.14	52.34
GPT-4o 2024.10		62.89	46.69	66.77	57.91
HuatuoGPT-Vision-7B 2026.01		58.64	39.58	60.2	45.89
Qwen3-VL-8B-Instruct 2026.01		57.85	39.38	69.39	46.16
Quilt-LLaVA 2024.10		57.76	35.96	53.07	48.07
Quilt-LLava 2025.12		57.76	35.96	53.07	-
InternVL3.5-8B 2026.01		56.28	45.52	68.37	49.83
WSI-LLaVA-7B 2026.01		56.08	64.14	52.57	60.2
Qwen2.5-VL-7B-Instruct 2026.01		49.74	37.16	53.06	41.48
MedGemma-4B-IT 2026.01		49.48	36.96	57.14	41.55
Qwen3-VL-8B-Thinking 2026.01		49.48	33.23	48.98	38.49
Quilt-LLaVA 2024.10		49.12	26.97	44.75	39.39
MedVLThinker-7B 2026.01		48.43	44.61	65.31	46.98
LLaVA-Med 2024.10		47.34	32.78	47.96	42
LLava-Med 2025.12		47.34	32.78	47.96	-
LLaVA-Med 2024.10		45.82	27.58	40.84	37.39
Quilt-LLaVA-7B 2026.01		44.76	20.24	52.04	28.72
GPT-4 2024.10		38.28	29.09	45	37.25
GPT-4o 2024.10		38.28	23.1	43.42	34.07
LLaVA-Med-7B 2026.01		35.6	21.05	42.86	26.27
Random 2024.10		24.44	24.91	26.44	25.02