Fine grained classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.91MCE
12
Feb 27, 2026
79.8cACC
11
Feb 26, 2026
45.95Macro F1 Score
11
Feb 26, 2026
60.27Accuracy
11
Feb 26, 2026
97.9Robust Accuracy
10
Jun 5, 2026
24.03Top-1 Accuracy (1-shot)
10
Mar 10, 2026
7.1Top-1 Error
10
Feb 26, 2026
7.3Top-1 Error
10
Feb 26, 2026
12.2Top-1 Test Error
10
Feb 26, 2026
16.3Top-1 Error
10
Feb 26, 2026
93.1Mean per Class Accuracy
9
Feb 27, 2026
60.2Mean per Class Score
9
Feb 27, 2026
89.2Mean per Class Acc
9
Feb 27, 2026
94.9Mean per Class Accuracy
9
Feb 27, 2026
98.5Mean Per-Class Accuracy
9
Feb 27, 2026
85.6Accuracy
9
Feb 27, 2026
0.969Accuracy
9
Feb 27, 2026
95.28Accuracy
8
Feb 27, 2026
14.4Exact Match (EM)
8
Feb 26, 2026
32.7Clean Accuracy
7
May 18, 2026
81.425-way Acc
6
Feb 26, 2026
78.12Base Score
6
Feb 26, 2026
0.655Avg Top-1 Acc
6
Feb 26, 2026
65.5Accuracy
5
May 1, 2026
84.7Accuracy
5
May 1, 2026