Object Classification on N-Caltech101 (Accuracy and Efficiency)
76.1AccuracyEvS-S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EvS-SRepresentation=Graph, Asynchronous=✓, Parameters=0.36 - 1.16 M2024.06 | 76.1 | 11.5 | |
| AsyNetRepresentation=Voxel-Grid, Asynchronous=✓, Parameters=3.69 M2024.06 | 74.5 | 202 | |
| YOLERepresentation=Voxel-Grid, Asynchronous=✓, Parameters=2.03 M2024.06 | 70.2 | 3,659 | |
| NvS-SRepresentation=Graph, Asynchronous=✓, Parameters=0.36 - 1.16 M2024.06 | 67 | 7.8 | |
| AEGNNRepresentation=Graph, Asynchronous=✓, Parameters=0.03 - 20.4 M2024.06 | 66.8 | 7.31 | |
| RG-CNNsRepresentation=Graph, Asynchronous=✗, Parameters=5.10 M2024.06 | 65.7 | — | |
| HATSRepresentation=Time-Surface, Asynchronous=✓, Parameters=-2024.06 | 64.2 | 4.3 | |
| EFGCN-LRepresentation=Graph, Asynchronous=✓, Parameters=20.2 - 220.9 k2024.06 | 63.9 | 0.015 | |
| EFGCN-BRepresentation=Graph, Asynchronous=✓, Parameters=10.6 - 111.0 k2024.06 | 63.1 | 0.008 | |
| G-CNNsRepresentation=Graph, Asynchronous=✗, Parameters=4.93 M2024.06 | 63 | — | |
| EFGCN-SRepresentation=Graph, Asynchronous=✓, Parameters=5.2 - 55.5 k2024.06 | 62.3 | 0.004 | |
| H-FirstRepresentation=Spike, Asynchronous=✓, Parameters=-2024.06 | 5.4 | — |