OOD Detection on MindJourney (MJ)
0.969AUROCEnergy Score
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Energy ScoreMemory Size (|M|)=1,000, Calibration=Standard2026.05 | 0.969 | 20 | |
| MEMSADMemory Size (|M|)=1,000, Calibration=Standard, Operating Threshold=κ = 2.02026.05 | 0.914 | 80 | |
| KNNMemory Size (|M|)=1,000, Calibration=Standard, k=102026.05 | 0.786 | 40 | |
| MahalanobisMemory Size (|M|)=1,000, Calibration=Standard, Operating Threshold=σ = 2.02026.05 | 0.694 | 100 |