Generalized Few-Shot Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
79.4Top-5 Accuracy
70
Feb 26, 2026
80.2Top-5 Accuracy
50
Feb 26, 2026
96Accuracy
48
Feb 26, 2026
83.3Harmonic Mean Accuracy (Acc_H)
37
Feb 26, 2026
69.9Harmonic Mean Accuracy (Acc_H)
37
Feb 26, 2026
48.2Harmonic Mean Acc_H
32
Feb 26, 2026
84.3Top-5 Accuracy
25
Feb 26, 2026
46.7Accuracy
24
Feb 26, 2026
80.9Accuracy
24
Feb 26, 2026
78.7Accuracy (Novel)
20
Feb 27, 2026
83.06Novel Accuracy
18
Feb 26, 2026
30.36Accuracy (Setting A)
2
Feb 27, 2026