Radiology Report Generation

Benchmarks

Dataset Name	SOTA Method	Metric
MIMIC-CXR (test)	Med-PaLM M 84B	BLEU-412.4	235	25d ago
IU-Xray (test)		ROUGE-L0.448	116	18d ago
CheXpert Plus (test)	MambaXray-VL-L	Precision0.377	88	18d ago
MIMIC-CXR	RADAR	METEOR45	77	16d ago
CT-RATE (test)	ASAP	BL-160	49	1mo ago
IU-Xray	DATR	ROUGE-L Score41.1	38	16d ago
CHEXPERT Plus		R-L27.1	37	4mo ago
Radiology Reports	Merlin	BLEU26.9	28	4mo ago
MIMIC-CXR Findings	DAMPER	BLEU-419.3	26	4mo ago
MIMIC-CXR (official)	FSE-1	CheXpert-14 Score0.474	23	1mo ago
IU X-ray Findings	DAMPER	BLEU-422.5	21	4mo ago
Radiology Report Generation Dataset 1,000 image (random sample)	CheXmix (S1 + S2)	GREEN Score0.224	20	2mo ago
MIMIC-RG4 (sn)	AnchorDiff	F1 Score (F1)60.9	19	2mo ago
Abdomen (test)	X-RGen	BLEU-40.118	18	4mo ago
MIMIC-CXR (sn)	AnchorDiff	BLEU-142.8	17	2mo ago
CXPMRG-Bench 44	LePaX	BLEU-413.8	15	16d ago
MIMIC-CXR 72 (test)	RIHA	BLEU-10.385	15	2mo ago
Shoulder (test)	X-RGen	B40.099	14	4mo ago
Hip (test)	X-RGen	BLEU-40.086	14	4mo ago
MIMIC-CXR		Params1.21	13	25d ago
IU X-Ray	MLLM-RRG	BLEU-40.235	13	25d ago
IU-Xray	EviAgent	RaTE60.5	13	4mo ago
MIMIC-CXR	EviAgent	RaTE52.6	13	4mo ago
RadVLM MIMIC-CXR (test)	RadVLM-Thinking+RL	ROUGE-L30	13	4mo ago
Chest (test)	X-RGen	B40.177	13	4mo ago

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