Noisy Test-time Adaptation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
75.84iNaturalist Accuracy (S)
8
Jun 25, 2026
59.84Accuracy (iNaturalist, S)
8
Jun 25, 2026
48.85iNaturalist Accuracy (S)
8
Jun 25, 2026
43.23Accuracy (iNaturalist, Severity S)
8
Jun 25, 2026
67.72iNaturalist Acc_S
8
Jun 25, 2026
59.81Accuracy (S)
8
Jun 25, 2026
62.47Accuracy (S)
8
Jun 25, 2026
60.56Accuracy (SVHN, S)
5
Jun 25, 2026
91.5SVHN AccS
5
Jun 25, 2026