Object Detection on ExDARK (Accuracy and Efficiency)
43APSpikeDet-S
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SpikeDet-SParam (M)=22.0, T×D=1×4, Multiscale testing=true2025.01 | 43 | 69.6 | 10.1 | 1.1 | 17.2 | |
| SpikeDet-SParam (M)=22.0, T×D=1×4, Multiscale testing=false2025.01 | 42.1 | 66.5 | 10.1 | 1.1 | 17.2 | |
| YOLOv8-SParam (M)=11.1, T×D=1, Multiscale testing=false2025.01 | 40.7 | 66.2 | — | — | 65.6 | |
| SpikeYOLO-SParam (M)=23.1, T×D=1×4, Multiscale testing=false2025.01 | 40.4 | 65.1 | 12 | 2.5 | 36.1 | |
| DETR-R50Param (M)=41.3, T×D=1, Multiscale testing=false2025.01 | 25 | 55 | — | — | 219 |