Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
98.3Micro F1-score
7
Apr 23, 2026
99.6Accuracy
7
Apr 23, 2026
22.25Robust Accuracy
7
Apr 23, 2026
49.09Robust Accuracy
7
Apr 23, 2026
38.31Clean Accuracy
7
Apr 23, 2026
97.18Clean Accuracy
7
Apr 23, 2026
61.86Clean Accuracy
7
Apr 23, 2026
98.51ACC
7
Apr 21, 2026
69.47Worst Accuracy (delta=0)
7
Apr 21, 2026
70.94Worst Accuracy (delta=0)
7
Apr 21, 2026
74.18Worst Accuracy (delta=0)
7
Apr 21, 2026
88.8Semantic Consistency (PAC)
7
Apr 20, 2026
82.5Accuracy
7
Apr 20, 2026
84.75Accuracy (ACC)
7
Apr 20, 2026
89.13Accuracy (ACC)
7
Apr 20, 2026
89.19Accuracy (ACC)
7
Apr 20, 2026
98.51Accuracy
7
Apr 20, 2026
83.57Clean Accuracy
7
Apr 15, 2026
36.2Clean Accuracy
7
Apr 15, 2026
78.6Clean Accuracy
7
Apr 15, 2026
99.4Clean Accuracy
7
Apr 15, 2026
82.1Clean Accuracy
7
Apr 15, 2026
88.42Accuracy
7
Apr 15, 2026
40.11Accuracy (%)
7
Apr 14, 2026
53.65Accuracy (Original)
7
Apr 14, 2026