F1/Precision/Recall Evaluation on Medical Report Generation on MIMIC-CXR benchmark leaderboard · SOTA2 Research

F1/Precision/Recall Evaluation on Medical Report Generation on MIMIC-CXR

70.8F1 ScoreTIF-GRPO

Evaluation Results

Method	Links
TIF-GRPO2026.05		70.8	74.7	67.5
DART2025.04		53.3	52	54.6
GRPO+LLM2026.05		52.7	60.9	46.7
I3 + C2FD2025.04		47.3	46.5	48.2
GRPO+ROUGE2026.05		45.3	52.6	39.3
RGRG2025.04		44.7	46.1	47.5
MedGemma2025.12		41.08	40.77	41.4
MRG-R12025.12		40.39	45.32	37.7
Med-LLM2025.04		39.5	41.2	37.3
DTrace2025.12		39.1	41.1	43.6
MA2025.04		38.9	41.1	39.8
RIHA2026.04		37.5	48.6	29.8
R2GenCMN2026.04		37.4	44	32.5
DCL2025.12		37.3	47.1	35.2
GSKET2025.12		37.1	45.8	34.8
MedGemma2025.12		36.04	35.18	36.95
CXRMate2025.12		35.7	43.8	34.9
XProNet2026.04		35.3	46.3	28.5
PromptMRG2026.04		35.2	47.1	19.8
CheXagent2025.12		31.95	45.6	24.59
METransformer2025.04		31.1	36.4	30.9
BioMedGPT2025.12		28.6	29	31.4
SFT2026.05		28.6	44.1	21.2
R2Gen2026.04		28	40.6	21.3
R2GenCMN2025.04		27.8	33.4	27.5
R2GenCMN2025.12		27.8	33.4	27.5
R2Gen2025.04		27.6	33.3	27.3
R2Gen2025.12		27.6	33.3	27.3
Baseline2026.05		25.3	21.1	33.1
ADDAATT2026.04		24.9	32.2	23.9
ATT2IN2026.04		20.4	26.8	20.3
HuatuoGPT-Vision2025.12		19.45	23.67	16.51
LLaVA-Med2025.12		16.64	26.99	12.03
RadFM2025.12		10.96	10.03	12.08