Object Recognition on CIFAR-10-C level 3 (test)
7.9Error Rate (Original)TTT
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TTTBackbone=ResNet-262019.09 | 7.9 | 37.2 | 31.6 | 28.6 | 11.5 | 35.8 | 19.1 | 15.8 | 17.8 | 23.3 | 11 | 9.1 | 11.6 | 14.3 | 18.9 | 22.3 | |
| Joint TrainingBackbone=ResNet-262019.09 | 8.1 | 40.2 | 34.4 | 29.9 | 12.2 | 37.9 | 20.8 | 17.3 | 18.4 | 25 | 11.4 | 9.2 | 12 | 15.2 | 20.8 | 22.8 | |
| TTT-OnlineBackbone=ResNet-262019.09 | 8.2 | 21.3 | 17.7 | 17.9 | 9 | 23.4 | 15.3 | 12.5 | 16.4 | 15.8 | 10.9 | 9 | 10.7 | 12.8 | 12.2 | 18.7 | |
| BaseBackbone=ResNet-26, Description=Object recognition task only2019.09 | 8.9 | 42.2 | 35.1 | 30.7 | 12.2 | 41.7 | 18.6 | 17.5 | 19 | 25.3 | 10.8 | 9.7 | 11.6 | 15.3 | 21.7 | 24.6 | |
| ALPBackbone=ResNet-262019.09 | 16.5 | 20 | 19.3 | 20.5 | 19.2 | 21.2 | 24 | 20.5 | 20.9 | 24.2 | 30.1 | 16.6 | 39.6 | 20.9 | 17.8 | 18 |