Image Classification on ImageNet-C (Severity Levels)
78.81Accuracy (Level 1)NCTTA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NCTTAprotocol=CTTA2025.12 | 78.81 | 75.51 | 72.84 | 68.15 | 61.27 | 71.32 | |
| DeYOprotocol=CTTA2025.12 | 78.4 | 74.49 | 71.75 | 66.28 | 57.88 | 69.76 | |
| EATAprotocol=CTTA2025.12 | 77.85 | 74.13 | 71.35 | 66.2 | 58.65 | 69.64 | |
| Tentprotocol=CTTA2025.12 | 76.01 | 71.47 | 68.42 | 62.27 | 53.17 | 66.27 | |
| SARprotocol=CTTA2025.12 | 75.68 | 71.09 | 67.9 | 61.91 | 53.53 | 66.02 | |
| MEMOprotocol=CTTA2025.12 | 74.41 | 69.32 | 65.05 | 56.93 | 45.55 | 62.25 | |
| no_adaptprotocol=CTTA2025.12 | 70.78 | 63.65 | 58.85 | 50.44 | 38.82 | 56.51 | |
| NOTEprotocol=CTTA2025.12 | 63.82 | 63.68 | 58.83 | 50.61 | 39.18 | 55.22 |