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Medical Report Generation on OPEN-I (impression)

0.3639BLEU-1

DeepMedix

Updated 1mo ago

Evaluation Results

Method	Links
DeepMedix 2025.09		0.3639	0.282	0.2332	0.2305	0.3565	0.3224	29.09	11.62	58.47	16.33	19.13	28.5
DeepMedix-R1 2025.09		0.3426	0.2888	0.2577	0.2377	0.3628	0.3457	28.93	20.61	59.15	28.37	37.74	32.58
CheXagent 2025.09		0.2544	0.2136	0.1919	0.1764	0.247	0.2542	18.15	19.35	57.75	15.21	18.31	23.87
LLaVA-Rad 2025.09		0.1442	0.0854	0.0647	0.0532	0.2027	0.145	10.61	20.19	51.72	19.23	33.33	18.6
MedGemma 2025.09		0.0863	0.0533	0.0411	0.0339	0.1566	0.1003	7.32	19.1	40.86	19.99	28.87	14.84
Qwen2.5-VL-7B 2025.09		0.0556	0.0451	0.0414	0.0396	0.0641	0.0614	3.21	6.85	21.62	5.14	7.52	6.82
DeepSeek-VL-7B 2025.09		0.0553	0.0289	0.0228	0.0195	0.1117	0.0761	2.93	9.1	47.15	3.8	5.61	9.09
Qwen2.5-VL-7B 2025.09		0.028	0.0155	0.0111	0.0085	0.0943	0.059	4.15	10.05	18.26	10.89	13.85	7.17
Qwen2.5-VL-32B 2025.09		0.0276	0.0147	0.0105	0.008	0.1002	0.0546	4.18	7.9	10.31	9.47	10.44	5.81
HuatuoGPT-Vision 2025.09		0.0224	0.0111	0.008	0.0062	0.0781	0.0491	2.72	7.51	9.49	10.65	12.96	5.53