DTD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DTD
99.4AUROC
27
DTD
85.67Base Accuracy
27
DTD
70.21Top-1 Accuracy
26
DTD
39.1Robust Accuracy (PGD-100, eps=1/255)
25
DTD
99.6AUROC
25
DTD (test)
96.2Accuracy
22
DTD
54Top-1 Accuracy
22
DTD Synthetic
99.1AUROC (Clean)
22
DTD (val)
81.54Accuracy
21
DTD (Novel)
71.37Top-1 Acc
21
DTD (test)
15.6Top-1 Error
21
DTD
95.6Balanced Accuracy
19
DTD
76.06Robust Accuracy
19
DTD (test)
86.1Base Accuracy
19
DTD (test)
91.7Accuracy
19
dtd
81.6AUROC
18
DTD
54.68Testing Accuracy
18
DTD
75.6AULC
18
DTD
27.32Robust Accuracy
18
DTD
93.85Average Performance (Aavg)
18
DTD
64.73Robust Accuracy
17
DTD Far-OOD
100AUROC
16
DTD MDCII Order-II
79.5Transfer Accuracy
15
DTD 16-shot
44.86Top-1 Clean Accuracy
15
DTD
0.991AUROC
15