OoD Detection on WEED-Hand
95AUROCGMM-All
Evaluation results
| Method | Links | |
|---|---|---|
| GMM-AllUncertainty Method=MC Dropout2026.03 | 95 | |
| GMM-IntUncertainty Method=MC Dropout2026.03 | 91 | |
| GMM-SpaUncertainty Method=MC Dropout2026.03 | 85 | |
| BCAUncertainty Method=MC Dropout2026.03 | 58 | |
| QFRUncertainty Method=MC Dropout2026.03 | 58 | |
| ICAUncertainty Method=MC Dropout2026.03 | 57 | |
| PLM 50Uncertainty Method=MC Dropout, Patch Size=502026.03 | 57 | |
| PLM 20Uncertainty Method=MC Dropout, Patch Size=202026.03 | 56 | |
| PLM 10Uncertainty Method=MC Dropout, Patch Size=102026.03 | 49 | |
| ATA .5Uncertainty Method=MC Dropout, Threshold=.52026.03 | 43 | |
| ATA .3Uncertainty Method=MC Dropout, Threshold=.32026.03 | 42 | |
| ATA .7Uncertainty Method=MC Dropout, Threshold=.72026.03 | 35 | |
| AQA 0.60Uncertainty Method=MC Dropout, Threshold=0.602026.03 | 33 | |
| AQA .75Uncertainty Method=MC Dropout, Threshold=.752026.03 | 33 | |
| AVGUncertainty Method=MC Dropout2026.03 | 33 | |
| AQA .9Uncertainty Method=MC Dropout, Threshold=.92026.03 | 32 |