DTD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DTD (test)
55Pruning Ratio
10
DTD (first split)
77.4Accuracy
10
DTD original (test)
77.2Accuracy
10
DTD
75.23ACC
9
DTD
47.93Robustness Score
9
DTD
76.06Robustness Score
9
DTD
11.07Average Robust Accuracy
9
DTD High-budget regime, cycles 14-20
77.8AULC
9
DTD Pathological Non-IID (test)
87.67Accuracy
9
DTD-Syn
97.5Image AUROC
8
DTD
65.1Average Score
8
DTD
56.3Top-1 Accuracy
8
DTD 4-shot
65.3Accuracy
8
DTD
29.38PSNR
8
DTD
47.34Top-1 Accuracy
7
DTD
0.4Average Test Time (s)
7
DTD (test)
96AUROC
7
DTD
84.75Accuracy (ACC)
7
DTD
40.11Accuracy (%)
7
DTD Synth
98.4P-AUROC
7
DTD Synth
95.2Instance AUROC
7
DTD
0.992AUROC
7
DTD (test)
62.45Accuracy
7
DTD (one vs. rest)
94.6Mean AUC
7
DTD
99.7AUROC
6