Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
88.58Top-1 Accuracy
58
Jun 2, 2026
98.22Accuracy
58
May 15, 2026
316Communication Rounds
57
Apr 21, 2026
91.6Accuracy
57
Jun 16, 2026
93.5Accuracy
57
Feb 27, 2026
68.57Validation Accuracy
57
Feb 27, 2026
0.849Top-1 Accuracy
57
Feb 26, 2026
86.8Accuracy (FT)
57
Mar 18, 2026
81.4CR-F
57
Feb 26, 2026
84.16Top-1 Acc
57
May 21, 2026
89.2Top-1 Accuracy
57
Feb 26, 2026
85.12Acc
57
Feb 26, 2026
79.91Accuracy
56
Jul 9, 2026
96.11Robust Accuracy
56
Apr 23, 2026
44.6Accuracy
56
May 21, 2026
88.41Accuracy
56
Mar 5, 2026
81.3Mean Accuracy
56
Feb 26, 2026
0.986Accuracy
56
May 7, 2026
0.771Top-1 Accuracy
56
Feb 26, 2026
342Communication Rounds
56
Feb 26, 2026
83.8Top-1 Accuracy
56
Feb 26, 2026
73.2Mean Accuracy (C5)
56
Apr 28, 2026
58.65Top-1 Accuracy
56
May 12, 2026
68.8Accuracy (Average)
56
Jul 7, 2026
84.93Accuracy
56
Jun 12, 2026