Out-of-distribution detection on 20 Newsgroups (test)
0.63FPR@90OECC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OECCBackbone=2-layer GRUs, Fine-tuning Protocol=OECC, Fine-tuning Epochs=2, Batch size=64, Learning rate=0.012019.06 | 0.63 | 99.18 | 97.02 | |
| OEBackbone=2-layer GRUs, Fine-tuning Protocol=Outlier Exposure, Fine-tuning Epochs=2, Batch size=64, Learning rate=0.012019.06 | 4.86 | 97.71 | 91.91 | |
| MSP + OEArchitecture=2-layer GRU, Training=Fine-tuned with Outlier Exposure2018.12 | 4.9 | 97.7 | 91.9 | |
| MSPArchitecture=2-layer GRU, Training=Standard2018.12 | 42.4 | 82.7 | 49.9 |