Radiology Report Generation

Benchmarks

Dataset Name	SOTA Method	Metric
MIMIC-CXR (test)	RADAR	BLEU-40.262	121	3d ago
IU-Xray (test)		ROUGE-L0.448	55	3d ago
CheXpert Plus (test)	MambaXray-VL-L	RG-L Score0.276	53	3d ago
MIMIC-CXR	Controllable	ROUGE-L42.3	32	2d ago
CHEXPERT Plus		R-L27.1	22	3d ago
Abdomen (test)	X-RGen	BLEU-40.118	18	3d ago
CT-RATE (test)		BL-143.64	16	3d ago
Shoulder (test)	X-RGen	B40.099	14	3d ago
Hip (test)	X-RGen	BLEU-40.086	14	3d ago
RadVLM MIMIC-CXR (test)	RadVLM-Thinking+RL	ROUGE-L30	13	3d ago
Chest (test)	X-RGen	B40.177	13	3d ago
IU-Xray Findings generation v1.5 (Vicuna-7B)	RadJEPA	ROUGE-L28.4	12	3d ago
MIMIC-CXR Findings generation v1.5 (Vicuna-7B)	RadJEPA	ROUGE-L26.1	12	3d ago
Wrist merged train (test)	X-RGen	BLEU-10.39	11	3d ago
IU-Xray	MCRAG	BLEU Score35.02	9	2d ago
AMOS-MM (test)	Radiologist Copilot	BLEU-140.25	7	3d ago
HuskyBrain 129 subject (test)	BTReport	BLEU-10.248	5	3d ago
HuskyBrain	BTReport	TBFact Score0.353	5	3d ago
MIMIC-CXR Frontal-to-Text	XGeM	Atl.62	5	3d ago
MIMIC-CXR Frontal+Lateral-to-Text	XGeM	Atl.0.62	4	3d ago
MIMIC-CXR Lateral-to-Text	XGeM	Atelectasis F162	4	3d ago
MIMIC-CXR (F+L→T) (test)	XGeM	BLEU-144	4	3d ago
IU X-RAY (Evaluation Only)	MAIRA-2	RG-F127.1	4	3d ago
Wrist (test)	X-RGen	B40.097	3	3d ago
Knee (test)	X-RGen	B40.093	3	3d ago

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