Long-Tailed Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
46.2Top-1 Acc (IR=2)
14
Feb 26, 2026
65.9Top-1 Accuracy (IR=50)
14
Feb 26, 2026
57.6Overall Accuracy
13
Feb 26, 2026
93.9Overall Accuracy
13
Feb 26, 2026
46.16Error Rate
12
Feb 26, 2026
37.62Error Rate
11
Feb 26, 2026
72.7Overall Accuracy
10
Jun 2, 2026
64.75Accuracy
9
May 14, 2026
74.69Accuracy
9
May 14, 2026
78.62Accuracy
9
May 14, 2026
85.46Top-1 Acc
9
Feb 26, 2026
82.68Top-1 Acc
9
Feb 26, 2026
51.03Accuracy
8
Feb 26, 2026
41.33Error Rate
8
Feb 26, 2026
55.24Error Rate
8
Feb 26, 2026
47.8Top-1 Accuracy
8
Feb 26, 2026
44.88Top-1 Acc
7
Feb 26, 2026
79.03Top-1 Acc
7
Feb 26, 2026
40.9Top-1 Acc
7
Feb 26, 2026
40.9Top-1 Accuracy
7
Feb 26, 2026
92.36Top-1 Accuracy
6
Feb 26, 2026
87.31Top-1 Acc
6
Feb 26, 2026
71.23Accuracy (Head Group)
6
Feb 26, 2026
37.76Balanced Acc
4
Feb 26, 2026
53.7Overall Accuracy
4
Feb 26, 2026