Out-of-Distribution Detection on CIFAR-100 (vs CIFAR-10, LSUN, Textures, and Noise/Adversarial Samples)
86.46SVHN ScoreCEDA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CEDAwith auxiliary dataset=false2026.01 | 86.46 | 86.02 | 72.86 | 89.29 | 99.75 | 0 | 21.48 | 92.57 | |
| CODEswith auxiliary dataset=false2026.01 | 82.08 | 82.42 | 45.45 | 75.3 | 97.83 | 0 | 27.31 | 90.6 | |
| ACETwith auxiliary dataset=false2026.01 | 79.01 | 83.51 | 64.81 | 84.52 | 99.87 | 0 | 0 | 85.65 | |
| VOSwith auxiliary dataset=false2026.01 | 75.07 | 79.76 | 76.48 | 78.74 | 99.49 | 98.78 | 99.34 | 88.84 | |
| Baselinewith auxiliary dataset=false2026.01 | 71.39 | 79.49 | 78.6 | 80.11 | 99.61 | 97.95 | 99.73 | 92.89 | |
| OEwith auxiliary dataset=true2026.01 | 66.86 | 82.43 | 64.31 | 75.62 | 0 | 0 | 84.69 | 82.74 | |
| CCUswith auxiliary dataset=false2026.01 | 17.9 | 12.92 | 9.93 | 83.16 | 33.23 | 0 | 0 | 100 | |
| CCUdwith auxiliary dataset=true2026.01 | 10 | 10.07 | 9.01 | 74.47 | 0.55 | 0 | 0 | 99 | |
| OTISwith auxiliary dataset=false2026.01 | 8.81 | 77.38 | 55.82 | 75.57 | 28.2 | 0 | 7.41 | 86.09 |