Fine grained classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94.3Clean Accuracy
31
Jun 8, 2026
95.4Accuracy
31
Jun 8, 2026
0.77ECE
28
Feb 27, 2026
3.33Expected Calibration Error
28
Feb 27, 2026
84.68Accuracy
27
Feb 27, 2026
93.6Accuracy
27
Feb 27, 2026
81.02Accuracy
27
Feb 27, 2026
81.68Accuracy
27
Feb 27, 2026
42Accuracy
27
Feb 27, 2026
91.71Accuracy
27
Feb 27, 2026
97.65Accuracy
27
Feb 27, 2026
98.23Accuracy
27
Feb 27, 2026
96.1Accuracy
26
Jun 8, 2026
35.33Top-1 Error Rate
24
Feb 27, 2026
88.71Accuracy
23
Jun 30, 2026
42.68Base Accuracy
23
Feb 26, 2026
1.49ECE
22
Feb 27, 2026
98.26Accuracy
22
Jun 8, 2026
69.5Accuracy
20
May 20, 2026
79.12Best Accuracy
20
Feb 26, 2026
81.4Best Accuracy
20
Feb 26, 2026
76.72Accuracy
19
Feb 27, 2026
81.25Accuracy (C to I)
19
Feb 26, 2026
70.94Accuracy (C -> P)
19
Feb 26, 2026
93Top-1 Accuracy
18
Feb 26, 2026