Input OOD Detection on Samsum
1AUROCDeep SAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deep SADBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.02 | 1 | 0 | |
| Relative MahalanobisBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.02 | 0.9999 | 0.01 | |
| AP-OODBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.02 | 0.9999 | 0 | |
| Binary logitsBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.02 | 0.9998 | 0.03 | |
| MahalanobisBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Input OOD2026.02 | 0.9977 | 0.17 | |
| AP-OODBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Input OOD2026.02 | 0.9976 | 0 | |
| Deep SVDDBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Input OOD2026.02 | 0.9957 | 0.72 | |
| KNNBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Input OOD2026.02 | 0.9884 | 3.09 |