Fine grained classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
70.07Accuracy
5
May 1, 2026
97.27Top-1 Accuracy
5
Apr 1, 2026
70.82Accuracy (FLWR)
5
Feb 26, 2026
90.57Accuracy
5
Feb 26, 2026
33.3AutoAttack Accuracy
4
Jun 23, 2026
45.1AutoAttack Robust Accuracy
4
Jun 23, 2026
13.5Top-5 Accuracy
4
May 8, 2026
76.95Base Accuracy
4
Feb 26, 2026
95.78Base Accuracy
4
Feb 26, 2026
47Accuracy
4
Feb 26, 2026
66.2Top-1 Accuracy
4
Feb 26, 2026
90.14Accuracy
4
Mar 18, 2026
90.25Last-Task Accuracy (AT)
3
Feb 26, 2026
2.3CW Robustness
3
Feb 27, 2026
0.541CW Robustness Score
3
Feb 27, 2026
90.7Accuracy (Base Classes)
3
Feb 26, 2026
90.28Last-Task Accuracy (AT)
2
Feb 26, 2026
68.02Last-Task Accuracy (AT)
2
Feb 26, 2026
88.89Last Task Accuracy (AT)
1
Feb 26, 2026
65.56Last-Task Accuracy (AT)
1
Feb 26, 2026
83.24Accuracy
1
Feb 26, 2026
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—Accuracy
0
Feb 26, 2026