5-way 5-shot Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
61.41Accuracy (ISIC)
72
May 29, 2026
86.61Accuracy
56
Feb 26, 2026
99.93Accuracy
49
Feb 26, 2026
86.51Accuracy
32
Feb 26, 2026
98.9Mean Accuracy
27
Feb 26, 2026
28.93Accuracy (ChestX)
17
May 13, 2026
71.42Accuracy (0% Noise)
16
Feb 26, 2026
68.51Accuracy (0% Noise)
16
Feb 26, 2026
27.05Accuracy
14
Mar 6, 2026
98.36Accuracy
14
Mar 6, 2026
94.67Accuracy
14
Mar 6, 2026
60.03Accuracy
14
Mar 6, 2026
96Mean Accuracy
10
Apr 13, 2026
36.86Accuracy (Aircraft)
6
Feb 26, 2026
54.6Accuracy
4
Mar 11, 2026
91.7Accuracy
4
Mar 11, 2026
97.1Accuracy
4
Mar 11, 2026
95.4Accuracy
4
Mar 11, 2026
56.1Accuracy
4
Feb 26, 2026
2Convergence Time (67% Acc, hours)
4
Feb 26, 2026
52.55Accuracy (BEST)
3
Apr 13, 2026