Few-shot classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.79Accuracy
282
Feb 26, 2026
95.31-shot Acc
178
Mar 30, 2026
97.4Accuracy
145
Feb 26, 2026
98.345-way 1-shot Acc
138
Feb 26, 2026
84.46Accuracy
120
Feb 26, 2026
96.5Accuracy
117
May 6, 2026
95.2Accuracy
117
May 6, 2026
92.18Accuracy
113
Feb 26, 2026
99.58Accuracy
109
Jul 7, 2026
92.37Accuracy
107
May 22, 2026
93.18Accuracy
104
Jul 7, 2026
99.4Accuracy
102
May 6, 2026
98Accuracy
102
May 6, 2026
98.45-way 5-shot Accuracy
98
May 15, 2026
97.13Accuracy
92
May 26, 2026
98Accuracy
87
Feb 26, 2026
80.92Accuracy (5-shot)
82
Apr 2, 2026
85.59Accuracy
82
Feb 26, 2026
91.35Accuracy (5-way 1-shot)
78
May 15, 2026
84.41Accuracy
76
May 22, 2026
99.2Mean Accuracy
72
Jul 1, 2026
71.78Accuracy
69
Feb 26, 2026
98.4Mean Accuracy
68
Feb 26, 2026
84.365-way 1-shot Acc
68
Apr 2, 2026
86.965-way 1-shot Acc
66
May 26, 2026