Out-of-Distribution Detection on DVS128 (In) DVS-Lip (OOD) (test)
99.34AUROCDGP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DGPModel=Full MorphSNN, Scoring Method=Dynamic Graph Prototypes2026.03 | 99.34 | 99.95 | 0.56 | |
| KNNModel=Full MorphSNN, Scoring Method=k-Nearest Neighbors2026.03 | 99.28 | 99.95 | 1.57 | |
| EnergyModel=Full MorphSNN, Scoring Method=Energy-based2026.03 | 87.2 | 98.63 | 13.63 | |
| MSPModel=Full MorphSNN, Scoring Method=Maximum Softmax Probability2026.03 | 79.48 | 97.89 | 35.58 | |
| SCPModel=Full MorphSNN, Scoring Method=SCP2026.03 | 76.04 | 97.32 | 25.55 |