Classification and OOD Detection on ImageNet-C OCTTA (Severity 5, test)
61.5AccuracyDOCO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DOCO2026.04 | 61.5 | 82.7 | 70.1 | |
| E-COMEFramework=EATA2026.04 | 58.3 | 75.5 | 65.2 | |
| UniEntFramework=EATA2026.04 | 57.8 | 77 | 65.4 | |
| OSTTA2026.04 | 56.2 | 61.9 | 58.5 | |
| DPCore2026.04 | 54.1 | 76.2 | 62.6 | |
| ViDA2026.04 | 53 | 47.9 | 48.4 | |
| EATA2026.04 | 52.9 | 67.3 | 57.8 | |
| STAMP2026.04 | 51.9 | 73.8 | 60.2 | |
| SAR2026.04 | 50.4 | 61.5 | 54.3 | |
| Source2026.04 | 49.8 | 68 | 56.4 | |
| CoTTA2026.04 | 49.5 | 64.5 | 54.8 | |
| S-COMEFramework=SAR2026.04 | 40.9 | 63 | 45.5 | |
| Tent2026.04 | 22.4 | 50.9 | 23.8 |