DTD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DTD
82.98Accuracy
6
DTD
46.9Accuracy
6
DTD
1.51Log-likelihood
6
DTD Synthetic
98.2AUROC
6
DTD (test)
76.9R@1
6
DTD
60.11Accuracy (1-shot)
6
DTD
40.64Clean Accuracy
6
DTD (test)
2.3CW
6
DTD Syn
98.1AUROC
6
DTD
80.04Balanced Acc
6
DTD
55.11Accuracy
6
DTD
77.94HM
6
DTD
96.63Accuracy
5
DTD
40.4Accuracy
5
DTD
35.4CW
5
DTD 16-shot (test)
63.73Accuracy (Sym 0.125)
5
DTD Synthetic
98.6AUROC
5
DTD
24.8ACE
5
DTD
43.7Natural Acc
5
DTD base-to-new generalization
80.63Base Accuracy
5
DTD (test)
80.17Base Performance
5
DTD
11.68Mean Prediction Set Size
4
DTD
33.3AutoAttack Accuracy
4
DTD-47 (test)
53.97Top-1 Accuracy
4
DTD
43.99Accuracy
4