Image Classification on CIFAR-100 (C2%, C5%, ACE, Phi Metrics)
68.6C2%CVP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CVPBackbone=ViT-Base, Rel. Time=2.6×2026.06 | 68.6 | 83.8 | 1.84 | 53 | 33.2 | 24 | |
| 4 samplesBackbone=ViT-Base, Rel. Time=4.0×2026.06 | 66.7 | 82 | 1.82 | 52.1 | 33 | 23.7 | |
| Mean NetworkBackbone=ViT-Base, Rel. Time=0.9×2026.06 | 66.1 | 82 | 4.42 | 51.2 | 29.5 | 19.1 | |
| 2 samplesBackbone=ViT-Base, Rel. Time=2.0×2026.06 | 65.8 | 80.7 | 2.54 | 51.3 | 30.9 | 22.7 | |
| Mean Network + Temp. Sc.Backbone=ViT-Base, Rel. Time=0.9×2026.06 | 65.3 | 81.8 | 2.7 | 50.9 | 28.4 | 18 | |
| StreamliningBackbone=ViT-Base, Rel. Time=2.3×2026.06 | 65.1 | 81.7 | 2.86 | 50.8 | 27.9 | 17.8 |