Binary unknown subject rejection on ML2HP (LOSO folds)
95.71AUCExtra Trees
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Extra TreesScoring function=1 - pmax2026.06 | 95.71 | 10.77 | 8.32 | 14.87 | |
| Embedding MLP + centroidsScoring function=1 - max(cosine similarity)2026.06 | 80.96 | 25.88 | 25.23 | 26.58 | |
| MLP + OpenMaxScoring function=recalibrated unknown probability2026.06 | 80.7 | 25.95 | 25.38 | 26.61 |