Object Detection on EV-UAV full (test)
91.17Detection Probability (Pd)Six-channel baseline
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Six-channel baselineLabel use=none2026.05 | 91.17 | 50.97 | 16.44 | 662.34 | 31.18 | |
| Fixed event-tube filter, K=3Label use=none, K=32026.05 | 90.38 | 55.95 | 17.46 | 487.94 | 37.39 | |
| Fixed event-tube filter, K=5Label use=none, K=52026.05 | 89.63 | 56.26 | 17.22 | 404.2 | 41.22 | |
| STDP-Tube, balanced K=3Label use=none, K=3, Variant=balanced2026.05 | 88.96 | 56.81 | 17.92 | 411.07 | 40.54 | |
| STDP-Tube, low-false-alarm K=5Label use=none, K=5, Variant=low-false-alarm2026.05 | 88.44 | 57.03 | 17.5 | 340.21 | 44.48 | |
| Faster-RCNNLabel use=event segmentation2026.05 | 27.39 | — | — | 689.68 | 26.93 | |
| SSDLabel use=event segmentation2026.05 | 26.31 | — | — | 486.63 | 25.31 |