Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.52Normalized Generalization Error
20
Jun 15, 2026
0.142G(W) Generalization Error
20
Jun 15, 2026
95.16Macro Accuracy
20
Jun 11, 2026
70.54Clean Accuracy
20
Jun 2, 2026
81.4Top-1 Accuracy
20
Jun 23, 2026
99.7Accuracy
20
Jun 2, 2026
70.5Accuracy
20
May 25, 2026
81.5Accuracy
20
May 25, 2026
93.1Average Top-1 Accuracy
20
May 14, 2026
92.8Average Top-1 Accuracy
20
May 14, 2026
60.98Task Utility
20
May 12, 2026
78.03Task Utility
20
May 12, 2026
95.13Task Utility
20
May 12, 2026
93.89Accuracy
20
Jul 9, 2026
7.18Average Exit Layer (Standard)
20
May 11, 2026
5.98Average Exit Layer (Standard)
20
May 11, 2026
6.69Latency
20
May 11, 2026
5.98L¯
20
May 11, 2026
95.2CIFAR-100 Accuracy
20
May 5, 2026
93.91Accuracy
20
Apr 9, 2026
3.26Naturalness
20
Apr 6, 2026
86.7Average Accuracy
20
Apr 2, 2026
96.2Accuracy
20
Mar 31, 2026
41.42Accuracy (10% Budget)
20
Mar 30, 2026
81.45Accuracy (10% Budget)
20
Mar 30, 2026