Object Recognition on CIFAR-10-C level 2 (test)
16.5Baseline ScoreALP
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ALPBackbone=ResNet-262019.09 | 16.5 | 18 | 17.2 | 19 | 17.8 | 20.7 | 21.2 | 19.3 | 19 | 20.1 | 22.4 | 16.3 | 29.2 | 20.3 | 17.4 | 17.8 | |
| Baseline (B)Backbone=ResNet-26, Task=Object recognition only2019.09 | 8.9 | 31.7 | 22.6 | 24.3 | 9.9 | 42.6 | 14.9 | 14.7 | 21.7 | 18.4 | 9.8 | 9.1 | 10 | 13.1 | 17.1 | 22.4 | |
| TTT-OnlineBackbone=ResNet-262019.09 | 8.2 | 16.8 | 13.8 | 15.5 | 8.5 | 23.4 | 13.3 | 11.5 | 16.8 | 12.7 | 9.4 | 8.4 | 9.7 | 12.4 | 11.5 | 17 | |
| Joint Training (JT)Backbone=ResNet-262019.09 | 8.1 | 31 | 22.6 | 23.4 | 9.1 | 39.2 | 16.4 | 14.2 | 21.2 | 17.5 | 9.4 | 8.3 | 10.6 | 12.8 | 15.9 | 20.5 | |
| TTTBackbone=ResNet-262019.09 | 7.9 | 28.8 | 20.7 | 23 | 9 | 36.6 | 15.4 | 13.1 | 20.2 | 16.9 | 9.2 | 8.3 | 10.2 | 12.5 | 14.8 | 19.7 |