Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
89.3Accuracy
11
Mar 31, 2026
52.48Natural Adversarial Accuracy
11
Mar 31, 2026
66.6Domain Shift Accuracy (Same Classes)
11
Mar 31, 2026
82.85ID Accuracy
11
Mar 31, 2026
75.8Clean Accuracy
11
Mar 31, 2026
26.8Clean Accuracy
11
Mar 31, 2026
93.6Clean Accuracy
11
Mar 31, 2026
97.38Top-1 Accuracy (Clean)
11
Mar 31, 2026
85.9Top-1 Accuracy (Clean)
11
Mar 31, 2026
60.66Top-1 Accuracy (Clean)
11
Mar 31, 2026
81.47Top-1 Accuracy (Clean)
11
Mar 31, 2026
74.86Top-1 Accuracy (Clean)
11
Mar 31, 2026
19.89Accuracy (Aircraft)
11
Mar 24, 2026
86.5Accuracy
11
Mar 24, 2026
91.28Accuracy
11
Mar 24, 2026
72.9Accuracy (Uniform 20% Noise)
11
Mar 19, 2026
79.98Top-1 Accuracy
11
Mar 13, 2026
79.37Accuracy
11
Mar 10, 2026
95.45Accuracy
11
Mar 9, 2026
94.46Accuracy
11
Mar 9, 2026
94.8Top-1 Accuracy
11
Mar 9, 2026
12.11Error Rate
11
Mar 5, 2026
94.45Test Accuracy
11
Mar 5, 2026
83.5Top-1 Accuracy
11
May 8, 2026
86.43Top-1 Acc
11
Mar 4, 2026