Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
98.52Accuracy
2
Jun 17, 2026
99.85Accuracy
2
Jun 17, 2026
84.67Top-1 Accuracy
2
Jun 17, 2026
86.2Accuracy
2
Jun 16, 2026
71.3Top-1 Accuracy
2
Jun 16, 2026
74.7Top-1 Accuracy
2
Jun 16, 2026
74.8Top-1 Accuracy
2
Jun 16, 2026
81.97Accuracy 44281
2
Jun 12, 2026
2.89Accuracy
2
Jun 12, 2026
68.49Worst Group Top-1 Accuracy
2
Jun 11, 2026
92.3Worst Group Accuracy (Top-1)
2
Jun 11, 2026
92.48Proposed Accuracy
2
Jun 9, 2026
92.27Proposed Accuracy
2
Jun 9, 2026
85.05Top-1 Accuracy
2
Jun 9, 2026
58.11Balanced Accuracy (10% annotation cost)
2
Jun 9, 2026
73.92Balanced Accuracy (10% cost)
2
Jun 9, 2026
86.19Balanced Accuracy (10% cost)
2
Jun 9, 2026
0.29L(x) Value
2
Jun 4, 2026
84.6Accuracy
2
Jun 4, 2026
58.85Top-1 Accuracy
2
Jun 4, 2026
97.18Top-1 Accuracy
2
Jun 4, 2026
1.375NLL
2
Jun 2, 2026
0.339NLL
2
Jun 2, 2026
81.48Average Accuracy
2
Jun 2, 2026
98.76Average Accuracy
2
Jun 2, 2026