Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.006LCE
10
May 21, 2026
0.004LCE
10
May 21, 2026
0.11LCE
10
May 21, 2026
0.001LCE
10
May 21, 2026
0.237Error Bound
10
May 20, 2026
72.03ImageNet Accuracy (zero-shot)
10
May 19, 2026
72.03Accuracy (ImNet)
10
May 19, 2026
46.23Test Accuracy (LT ρ=100)
10
May 19, 2026
65.45Test Accuracy
10
May 19, 2026
79.4Test Accuracy
10
May 19, 2026
77.73Accuracy
10
May 19, 2026
90.12Accuracy (ε=0.5)
10
May 19, 2026
92.15Accuracy
10
May 19, 2026
42.8Worst Group Accuracy
10
May 18, 2026
69.2Accuracy
10
May 18, 2026
50.1F1-macro
10
May 18, 2026
81.3Accuracy
10
May 15, 2026
96.18Accuracy
10
May 15, 2026
95.68Average Accuracy
10
May 15, 2026
94.3Top-1 Accuracy
10
May 14, 2026
81.23Accuracy (%)
10
May 14, 2026
78.92Top-1 Accuracy
10
May 13, 2026
83.56Top-1 Accuracy
10
May 13, 2026
81.55Clean Accuracy
10
May 12, 2026
89.9Accuracy
10
May 12, 2026