List your company

Radiology Report Generation on MIMIC-CXR (official)

0.474CheXpert-14 ScoreFSE-1
0.270160.323080.3760.42892May 15, 2024

Evaluation results

MethodLinks
FSE-1Approach=Generative-based, Mgt=Cpl.2024.050.4740.8450.3730.2280.1520.1090.1480.2790.2410.542
FSE-1Approach=Generative-based, Mgt=1002024.050.4730.8450.3840.2350.1580.1130.1520.2810.2410.538
FSE-1Approach=Generative-based, Mgt=902024.050.4720.8450.3890.2380.160.1150.1530.2810.240.536
FSE-1Approach=Generative-based, Mgt=802024.050.470.8440.3970.2420.1630.1170.1550.2810.2380.529
FSE-1Approach=Generative-based, Mgt=602024.050.4530.8410.3810.2320.1560.1130.1580.2790.2250.499
CvT2DistillGPT2Approach=Generative-based, Venue=ARTMED'23, Mgt=Cpl.2024.050.4340.8420.3230.2040.140.1020.1380.2770.2370.483
M2KTApproach=Generative-based, Venue=MedIA'23, Mgt=Cpl.2024.050.4130.8330.3510.2040.1280.0850.1330.2440.210.483
SAApproach=Generative-based, Venue=EMNLP'232024.050.394——0.162————0.228—
R2GenCMNApproach=Generative-based, Venue=ACL'21, Mgt=Cpl.2024.050.3930.8440.3280.1980.130.090.1330.2680.2230.464
CvT2DistillGPT2Approach=Generative-based, Venue=ARTMED'23, Mgt=602024.050.3910.8390.3930.2480.1710.1270.1550.2860.2230.463
CAMANetApproach=Generative-based, Venue=JBHI'242024.050.387—0.3740.230.1550.1120.1450.279——
X-REMApproach=Retrieval-based, Venue=MIDL'232024.050.381———0.186———0.181—
DCLApproach=Generative-based, Venue=CVPR'23, Mgt=902024.050.373————0.1090.150.284——
GSKETApproach=Generative-based, Venue=MedIA'22, Mgt=802024.050.371—0.3630.2280.1560.115—0.284——
CMCAApproach=Generative-based, Venue=COLING'222024.050.356—0.360.2270.1560.1170.1480.287——
M2KTApproach=Generative-based, Venue=MedIA'23, Mgt=802024.050.3520.8310.3860.2370.1570.1110.1370.2740.2040.477
R2GenApproach=Generative-based, Venue=EMNLP'20, Mgt=1002024.050.340.8410.3530.2180.1450.1030.1420.2770.2070.34
R2GenApproach=Generative-based, Venue=EMNLP'20, Mgt=Cpl.2024.050.3380.8410.350.2090.1370.0970.1350.2660.2110.339
Pretrain+FMVPApproach=Generative-based, Venue=TMM'242024.050.336—0.3890.2360.1560.1080.150.284——
RAMTApproach=Generative-based, Venue=TMM'242024.050.335—0.3620.2290.1570.1130.1530.284——
OpenLLaMA-7BApproach=Generative-based, Venue=NIPSW'232024.050.32————0.069—0.235—0.422
METransformerApproach=Generative-based, Venue=CVPR'232024.050.311—0.3860.250.1690.1240.1520.291——
R2GenCMNApproach=Generative-based, Venue=ACL'21, Mgt=1002024.050.2780.8430.3530.2180.1480.1060.1420.2780.220.461
MMTNApproach=Generative-based, Venue=AAAI'232024.05——0.3790.2380.1590.116—0.283——