Model Steering on WaterBirds (test)
98.5Worst Group AccuracyViSAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViSAESteer Spuri. Corr.=Remove2026.06 | 98.5 | 85.2 | 48.2 | |
| COARSteer Spuri. Corr.=Remove2026.06 | 83 | 91 | 19 | |
| PCBMSteer Spuri. Corr.=Remove2026.06 | 74.7 | — | 24.4 | |
| DN-CBMSteer Spuri. Corr.=Remove2026.06 | 71.3 | — | 13.8 | |
| COARSteer Spuri. Corr.=None2026.06 | 64 | 88 | — | |
| SpLiCESteer Spuri. Corr.=Remove2026.06 | 60 | — | 12 | |
| DN-CBMSteer Spuri. Corr.=None2026.06 | 57.5 | — | — | |
| CBMSteer Spuri. Corr.=Remove2026.06 | 51.8 | — | 14.5 | |
| PCBMSteer Spuri. Corr.=None2026.06 | 50.3 | — | — | |
| ViSAESteer Spuri. Corr.=None2026.06 | 50.3 | 79.7 | — | |
| SpLiCESteer Spuri. Corr.=None2026.06 | 48 | — | — | |
| CBMSteer Spuri. Corr.=None2026.06 | 37.3 | — | — | |
| Joseph et al.Steer Spuri. Corr.=Remove2026.06 | 24.6 | 71.9 | 2.2 | |
| Joseph et al.Steer Spuri. Corr.=None2026.06 | 22.4 | 68.8 | — | |
| ViSAESteer Spuri. Corr.=Enhance2026.06 | 5.3 | 74.5 | 45 |