5-way Few-shot Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
85.99Accuracy (5-shot)
150
Feb 26, 2026
85.031-shot Accuracy
141
Feb 27, 2026
93.5Accuracy
99
Jun 5, 2026
99.74Accuracy
98
Jun 5, 2026
71.55Accuracy
91
Feb 26, 2026
85.4Accuracy (1-shot)
49
Feb 26, 2026
82.06Accuracy
42
Jun 5, 2026
86.03Accuracy
39
Feb 26, 2026
67.761-shot Acc
39
Feb 26, 2026
27.86Accuracy
37
Mar 6, 2026
96.9Accuracy
37
Mar 6, 2026
64.81Accuracy
37
Mar 6, 2026
82.9Accuracy
36
Feb 26, 2026
79.741-shot Acc
33
Feb 26, 2026
99.8Accuracy (1-shot)
27
Feb 27, 2026
83.5Accuracy (1-shot)
26
Feb 26, 2026
80.62Accuracy
24
Feb 26, 2026
76.5Accuracy
24
Feb 26, 2026
93.2Mean Accuracy
18
Feb 26, 2026
48.12Acc (1-shot)
17
Feb 26, 2026
71.21-shot Accuracy
8
Feb 26, 2026
97.91Accuracy
8
Feb 26, 2026
91.94Accuracy
8
Feb 26, 2026
60.59Accuracy
8
Feb 26, 2026
0.298Accuracy
8
Feb 26, 2026