CT-RATE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CT-RATE (val)
50.2BLEU-1
11
CT-RATE (test)
89.29BERTScore-F1
10
CT-Rate (test)
27.61CLIP-Score
10
CT-RATE short zero-shot original taxonomy
0.77AUROC
9
CT-RATE
47.02QAScore
9
CT-RATE
46.2Recall@10
9
CT-RATE (test)
16Recall@10
9
CT-RATE
89.8MC Accuracy
9
CT-Rate (test)
83CLIP-Score
8
CT-RATE official (test)
77AUC
8
CT-RATE (test)
0.271FID 2.5D (Axial)
8
CT-RATE
0.622Pearson Correlation
7
CT-RATE (val)
44.8Macro F1 Score
7
CT-RATE (test)
78.7AUC (Macro)
7
CT-Rate 16 tasks (test)
83.2Mean AUC
7
CT-RATE (test)
0.016Distinct-1
6
CT-RATE 100 randomly sampled reports
96.4Sensitivity
5
CT-RATE
19.3Balanced Accuracy (bAcc)
5
CT-RATE (test)
0.847DICE
5
CT-RATE Internal (test)
33.4BLEU-2
4
CT-Rate Bone window (test)
4.57FID (XY)
4
CT-Rate Soft Tissue window (test)
6.49FID (XY)
4
CT-Rate Vessel window (test)
4.78FID (XY)
4
CT-Rate Lung window (test)
7.03FID (XY)
4
CT-RATE
27FID
4