Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
80.7Accuracy
6
Apr 7, 2026
81Accuracy
6
Apr 7, 2026
99Accuracy
6
Apr 7, 2026
52.9Top-1 Accuracy (s=1.0)
6
Apr 3, 2026
0.956AUC
6
Apr 15, 2026
69.6Accuracy (Flowers)
6
Apr 3, 2026
80.1Accuracy
6
Apr 3, 2026
51.3Accuracy (Flowers)
6
Apr 3, 2026
59.324Top-1 Accuracy
6
Apr 3, 2026
86.54Accuracy
6
Apr 3, 2026
86.79Accuracy
6
Apr 3, 2026
62.47Accuracy
6
Apr 3, 2026
66.21Accuracy
6
Apr 3, 2026
67.4Top-1 Accuracy
6
Apr 3, 2026
31.88Baseline Error
6
Apr 2, 2026
70.67FGSM Top-1 Accuracy
6
Apr 2, 2026
62.38Clean Accuracy
6
Apr 1, 2026
92.03Clean Accuracy
6
Apr 1, 2026
94.94Accuracy
6
Apr 1, 2026
67.95Time Reduction (%) vs Round-Optimized
6
Mar 30, 2026
18.95Time Reduction
6
May 12, 2026
13.09Error Rate
6
Mar 30, 2026
96Clean Top-1 Accuracy
6
Mar 27, 2026
58AUROC
6
Mar 27, 2026
2,420DSP Utilization
6
Mar 26, 2026