Fine-grained Image Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.1Accuracy
585
Jun 30, 2026
97.3Accuracy
372
May 20, 2026
92.6Accuracy
317
Jun 4, 2026
95.7Accuracy
298
Jun 25, 2026
97.3Accuracy
124
Apr 8, 2026
91.81Top-1 Acc
78
Jun 29, 2026
92.5Acc
69
May 19, 2026
91.9Accuracy
58
Jun 23, 2026
97.3Accuracy
55
Jun 23, 2026
91.3Accuracy (All)
53
Jun 25, 2026
93.4Accuracy (All)
50
May 1, 2026
97.7Accuracy
49
Feb 26, 2026
68.52Accuracy
47
Jun 8, 2026
98.9Accuracy
45
Jun 23, 2026
87.74Top-1 Accuracy
43
Jun 29, 2026
93.4Robustness
42
Jun 23, 2026
84.17Best Accuracy
40
Feb 26, 2026
3.3ECE
36
Feb 27, 2026
3.79ECE
36
Feb 27, 2026
1.89Expected Calibration Error
28
Feb 27, 2026
3.51ECE
28
Feb 27, 2026
1.88ECE
28
Feb 27, 2026
1.19ECE
28
Feb 27, 2026
1.03ECE
28
Feb 27, 2026
98.4Base Accuracy
28
Mar 19, 2026