Out-of-Distribution Detection on SVHN (Comprehensive OOD Source Evaluation)
45.61OOD Score (CIFAR-10)CEDA
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CEDAwith auxiliary dataset=false2026.01 | 45.61 | 46.32 | 31.89 | 46.15 | 95.38 | 0 | 60.74 | 67.06 | |
| Baselinewith auxiliary dataset=false2026.01 | 30.45 | 30.61 | 17.5 | 28.62 | 99.54 | 28.91 | 77.5 | 66.55 | |
| VOSwith auxiliary dataset=false2026.01 | 27.09 | 28.89 | 15.75 | 26.79 | 96.23 | 26.65 | 74.55 | 63.15 | |
| OEwith auxiliary dataset=true2026.01 | 19.85 | 21 | 10.87 | 11.4 | 95.48 | 0 | 4.6 | 23.14 | |
| ACETwith auxiliary dataset=false2026.01 | 18.12 | 19.84 | 10.01 | 12.61 | 96.19 | 0 | 0 | 46.26 | |
| CCUswith auxiliary dataset=false2026.01 | 16.47 | 17.45 | 29.24 | 10.9 | 97.26 | 0 | 0 | 99.67 | |
| OTISwith auxiliary dataset=false2026.01 | 11.45 | 13.29 | 11.04 | 41.17 | 90.12 | 0 | 7.98 | 59.07 | |
| CCUdwith auxiliary dataset=true2026.01 | 8.27 | 16.51 | 10 | 0 | 96.28 | 0 | 0 | 99 | |
| CODEswith auxiliary dataset=false2026.01 | 7.68 | 17.64 | 49.03 | 8.63 | 99.95 | 0 | 11.47 | 39.6 |