Image Classification on CIFAR-100 20 tasks (test)
80.9Average AccuracyCPG
Evaluation results
| Method | Links | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CPGBackbone=VGG16-BN2019.10 | 80.9 | 65.2 | 76.6 | 79.8 | 81.4 | 86.6 | 84.8 | 83.4 | 85 | 87.2 | 89.2 | 90.8 | 82.4 | 85.6 | 85.2 | 53.2 | 74.4 | 70 | 73.4 | 88.8 | 94.8 | 1.5 | 0.41 | |
| PAEBackbone=VGG16-BN2019.10 | 77.1 | 67.2 | 77 | 78.6 | 76 | 84.4 | 81.2 | 77.6 | 80 | 80.4 | 87.8 | 85.4 | 77.8 | 79.4 | 79.6 | 51.2 | 68.4 | 68.6 | 68.6 | 83.2 | 88.8 | 2 | 0 | |
| PackNetBackbone=VGG16-BN2019.10 | 67.5 | 66.4 | 80 | 76.2 | 78.4 | 80 | 79.8 | 67.8 | 61.4 | 68.8 | 77.2 | 79 | 59.4 | 66.4 | 57.2 | 36 | 54.2 | 51.6 | 58.8 | 67.8 | 83.2 | 1 | 0 | |
| LFERNumber of Classifiers=272022.04 | 58.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LFERNumber of Classifiers=42022.04 | 56.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LFERNumber of Classifiers=32022.04 | 55.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SCAN2022.04 | 50.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |