Out-of-Distribution Detection on CIFAR-10 (ID) vs LSUN FIX (OOD)
95.7AUROCCSI+LoRot-I
Evaluation results
| Method | Links | |
|---|---|---|
| CSI+LoRot-IForwarded Samples=280M2022.07 | 95.7 | |
| CSI+LoRot-EForwarded Samples=280M2022.07 | 95.5 | |
| LoRot-IForwarded Samples=5M2022.07 | 94.4 | |
| LoRot-EForwarded Samples=5M2022.07 | 94.1 | |
| CSIForwarded Samples=280M2022.07 | 92.1 | |
| SupCLRForwarded Samples=70M2022.07 | 91.6 | |
| RotationsReproduced=true, Forwarded Samples=25M2022.07 | 91 | |
| CutmixReproduced=true, Forwarded Samples=5M2022.07 | 86.2 | |
| Cross EntropyReproduced=true, Forwarded Samples=5M2022.07 | 84.3 | |
| SLA+SDReproduced=true, Forwarded Samples=20M2022.07 | 82.9 |