Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
97.4Accuracy
20
Feb 26, 2026
86.7Base Accuracy (BA)
20
Feb 26, 2026
76.26ImageNet-S Accuracy
20
Apr 23, 2026
38.9Avg Shift Score
20
Feb 26, 2026
90.6Accuracy
20
Mar 19, 2026
92.76Accuracy
20
Mar 19, 2026
87.5Accuracy
20
Feb 26, 2026
94.89Deployment Accuracy
20
Feb 26, 2026
99.63Accuracy@1 (%)
20
Jun 12, 2026
71.47Accuracy
20
Feb 26, 2026
87.02Avg Acc (Clean)
20
Feb 26, 2026
55.55Clean Accuracy
20
Feb 26, 2026
8,990ASR
20
Feb 26, 2026
63.15Accuracy
20
Feb 26, 2026
87.53Accuracy (Natural)
20
Feb 26, 2026
85.9Base Accuracy
20
Mar 30, 2026
63.19Accuracy (Natural)
20
Feb 26, 2026
94.67Accuracy (Dogs)
20
Feb 26, 2026
85.79Accuracy (Dogs)
20
Feb 26, 2026
99.73Acc (0.01 Corruption)
20
Jun 23, 2026
96.7Accuracy (Perturbation 0.01)
20
Feb 26, 2026
58.97AUC (Ratio 0.01)
20
Feb 26, 2026
57.47AUC (Ratio 0.01)
20
Feb 26, 2026
97.53Adversarial Accuracy
20
Feb 26, 2026
95.05Top-1 Accuracy
20
Feb 26, 2026