MIMIC-CXR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MIMIC-CXR (test)
12.4BLEU-4
235
MIMIC-CXR (test)
0.415ROUGE-L
100
MIMIC-CXR
45METEOR
77
MIMIC-CXR
0.164BLEU-4
43
MIMIC-CXR
25.69ROUGE-L
34
MIMIC-CXR
70.8F1 Score
34
MIMIC-CXR (test)
84.04Average AUC
34
MIMIC-CXR 14 (test)
16.5BLEU-4
27
MIMIC-CXR Findings
19.3BLEU-4
26
MIMIC-CXR
96.89CMC-R1
26
MIMIC-CXR
84.68Accuracy
25
MIMIC-CXR (official)
0.474CheXpert-14 Score
23
MIMIC-CXR-VQA (test)
65.2Accuracy
22
MIMIC-CXR
81Macro Accuracy
21
MIMIC-CXR 2.0.0 (test)
0.148BL-4
21
MIMIC-CXR (test)
45.8Macro F1 (14 Labels)
21
MIMIC-CXR (test)
45.8F1 Macro (14)
21
MIMIC-CXR
22.137Recall@1
20
MIMIC-CXR (test)
2,102R@1
20
MIMIC-CXR (test)
15.6BLEU-4
20
MIMIC-CXR (test)
69.83ROUGE-L
19
MIMIC-CXR
0.861F1 Score
19
MIMIC-CXR (sn)
42.8BLEU-1
17
MIMIC-Ext MIMIC-CXR VQA
22.39Accuracy
16
MIMIC-CXR
94.26PR-AUC
16