Semantic Segmentation on ADE20K-C 15 corruptions (test)
44.4BrightnessVICT
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VICTEvaluation protocol=one-shot setting, Corruption level=42025.03 | 44.4 | 31.5 | 32.7 | 35.6 | 41.2 | 29.4 | 33 | 31.6 | 33.3 | 43.6 | 36.3 | 44.3 | 32.8 | 19.3 | 18.6 | 33.8 | — | |
| PainterEvaluation protocol=one-shot setting, Corruption level=42025.03 | 44.1 | 28.6 | 31.6 | 35.8 | 41.2 | 27.1 | 30.9 | 30.8 | 30.7 | 43 | 35.4 | 43.5 | 30.5 | 12.3 | 17.6 | 32.2 | — | |
| VICTEvaluation protocol=zero-shot setting, Corruption level=42025.03 | 44 | 28.9 | 32.2 | 36 | 41 | 28.6 | 34 | 30.9 | 34.7 | 43 | 36 | 43.6 | 33 | 20.6 | 17.8 | 33.6 | — | |
| PainterEvaluation protocol=zero-shot setting, Corruption level=42025.03 | 43.4 | 28.4 | 32.1 | 35.6 | 40.9 | 27.8 | 33.7 | 30.5 | 34 | 43.1 | 35.2 | 43.5 | 31.9 | 16.3 | 17.5 | 32.9 | — | |
| QUESTModel=ViT-Ti/162026.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 33.55 | |
| QUESTModel=ViT-S/162026.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 39.19 | |
| StandardModel=ViT-Ti/162026.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 32.19 | |
| StandardModel=ViT-S/162026.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 38.45 |