List your company

Few-Shot Class-Incremental Learning on CIFAR100 5-way 5-shot (test)

0.934Accuracy (Session 0)CASP
0.843520.867010.89050.91399Jan 23, 2026

Evaluation results

MethodLinks
CASPBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.9340.9180.910.8970.8980.8950.8950.8930.8810.902
TEENBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.9290.9020.8840.8680.8640.860.8580.8510.840.873
ASPBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.9220.9070.90.8870.8870.8820.8820.8780.8670.89
SECBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.920.9080.9060.8910.8920.8910.8920.8870.8750.895
PriViLegeBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.9090.8940.890.8760.8790.8740.8760.8720.8610.881
DualPBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.860.8360.8290.8020.8060.8020.8050.790.7740.811
Coda-PBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.860.8360.8160.7920.7910.7850.7830.770.7540.798
L2PBackbone=ViT-B/16-1K, Protocol=5-way 5-shot2026.010.8470.8230.8010.7750.770.760.7560.7410.7230.777