Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
80.1Accuracy
48
Apr 10, 2026
787,542Noise Scale
48
Feb 26, 2026
7,166Noise Scale
48
Feb 26, 2026
81.6Top-1 Accuracy
48
Feb 26, 2026
79.63New Accuracy
48
Feb 26, 2026
131Communication Rounds
48
Feb 26, 2026
99.92ASR
48
May 26, 2026
48.99Top-1 Accuracy
48
Mar 25, 2026
66.1Accuracy
48
Mar 4, 2026
83.8Accuracy
48
Feb 26, 2026
99.76Top-1 Acc
48
Apr 3, 2026
53.1Accuracy
48
May 29, 2026
50Targeted Communication Cost
48
Feb 26, 2026
83.09Accuracy
48
May 21, 2026
92.8Mean Accuracy
47
Jul 2, 2026
92.4Accuracy (M2M-Hard)
47
Jun 4, 2026
95.7Accuracy
47
Jun 4, 2026
48.88Robust Accuracy
47
Apr 23, 2026
98.6Accuracy
47
May 12, 2026
94.75Accuracy
47
Feb 26, 2026
99Base Accuracy
47
Jul 8, 2026
73.98Accuracy
47
Apr 27, 2026
68.4Top-1 Accuracy
47
Mar 4, 2026
93.75Accuracy (Base Classes)
47
Feb 26, 2026
97.79Accuracy
47
Mar 19, 2026