Long-Tailed Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
82Top-1 Acc (Overall)
246
May 12, 2026
85.2Accuracy
82
Feb 26, 2026
52.4Accuracy
74
May 26, 2026
43Top-1 Accuracy
70
Feb 26, 2026
46.4Top-1 Accuracy
70
Feb 26, 2026
70.1Accuracy (Many)
51
Jul 8, 2026
53.41Top-1 Acc
47
Feb 26, 2026
82.6Top-1 Accuracy
46
Feb 26, 2026
85.7Accuracy
32
Feb 26, 2026
50.57Naturalness (All Classes)
30
May 14, 2026
56.26Natural Accuracy (all classes)
30
May 14, 2026
57.75Top-1 Acc
28
Feb 26, 2026
57.7Top-1 Accuracy
26
Jun 2, 2026
77.8Top-1 Acc
23
Feb 26, 2026
66.8Top-1 Acc
22
Feb 26, 2026
49.8Top-1 Acc
22
Feb 26, 2026
96.97Accuracy
22
Jun 23, 2026
57.1Top-1 Accuracy (Overall)
21
Feb 26, 2026
89.1Accuracy (top-1)
21
Feb 26, 2026
82.4Overall Accuracy
21
Mar 4, 2026
88.5Top-1 Accuracy
20
Jun 2, 2026
58.2Accuracy
19
Feb 26, 2026
80.2Overall Accuracy
17
Feb 26, 2026
50.1Overall Accuracy
15
Feb 26, 2026
82.6Top-1 Acc
15
Feb 26, 2026