DTD
Benchmarks
TaskDatasetSOTA resultTrendResults
DTD
88.9Accuracy
610
DTD
94.3Accuracy
487
DTD (test)
95.8Accuracy
316
DTD
84Accuracy
131
DTD
86.88Base Accuracy
114
DTD
88.19Base Score
108
DTD
86.12Accuracy
87
DTD
88.6Accuracy
87
DTD (test)
69.42Accuracy (DTD Test)
65
DTD
99.7AUROC
55
DTD
54Clean Accuracy
54
DTD
85.67Base Accuracy
52
DTD
83.6Accuracy
51
DTD
69.7NMI
49
DTD
0.907Weighted Kendall's Tau
46
DTD
81.71Accuracy
39
DTD
85.67Base Score
39
DTD
86.58Accuracy
38
DTD (novel classes)
3.3ECE
36
DTD
98AUROC
36
DTD Synthetic
98.1AUROC
31
DTD
44.9mAP
30
DTD
61.2Accuracy
30
DTD
62.88Top-1 Clean Accuracy
27
DTD (base classes)
81.02Accuracy
27