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ResearchFormerly WizWand

Output OOD Detection on Reddit

100AUROCAP-OOD
-3.14106423.63594350.4129577.189957Feb 5, 2026
Updated 8mo ago

Evaluation results

MethodLinks
AP-OODBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.021000
Binary logitsBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.0299.990
Deep SADBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.0299.990.01
Relative MahalanobisBackbone=PEGASUS_LARGE, ID Dataset=XSUM2026.0299.820.03
AP-OODBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Output OOD2026.020.98720.0318
Deep SVDDBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Output OOD2026.020.97580.0931
MahalanobisBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Output OOD2026.020.97130.1227
KNNBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Output OOD2026.020.95820.1728
EntropyBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Output OOD2026.020.93420.3045
PerplexityBackbone=PEGASUS-LARGE, ID Dataset=XSUM, Evaluation Protocol=Output OOD2026.020.82590.4825