Out-of-Distribution Detection on DVS128 (In) NCal-101 (OOD) (test)
99.71AUROCKNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KNNModel=Full MorphSNN, Scoring Method=k-Nearest Neighbors2026.03 | 99.71 | 99.9 | 0.33 | |
| DGPModel=Full MorphSNN, Scoring Method=Dynamic Graph Prototypes2026.03 | 99.48 | 99.82 | 0.55 | |
| SCPModel=Full MorphSNN, Scoring Method=SCP2026.03 | 89.48 | 95.94 | 5.91 | |
| MSPModel=Full MorphSNN, Scoring Method=Maximum Softmax Probability2026.03 | 75.57 | 87.67 | 42.01 | |
| EnergyModel=Full MorphSNN, Scoring Method=Energy-based2026.03 | 62.37 | 78.9 | 70.46 |