Object Detection on Cityscapes -> ACDC Round 10 (test)
24.5mAP (Snow)Sensitivity-Guided Pruning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Sensitivity-Guided PruningFwd FLOPS=226.2, Bwd FLOPS=226.6, Total FLOPS=452.82025.06 | 24.5 | 24.1 | 12.9 | 35 | |
| WHWFwd FLOPS=253.0, Bwd FLOPS=255.2, Total FLOPS=508.22025.06 | 23.6 | 24 | 12.7 | 34.7 | |
| ActMADFwd FLOPS=250.7, Bwd FLOPS=501.4, Total FLOPS=752.22025.06 | 22.2 | 22.9 | 10.9 | 34.9 | |
| TeSTFwd FLOPS=1011.1, Bwd FLOPS=953.2, Total FLOPS=1964.22025.06 | 22 | 22.2 | 9.5 | 34.4 | |
| Direct TestFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.06 | 21.8 | 22.2 | 9.8 | 34.4 | |
| STFARFwd FLOPS=501.4, Bwd FLOPS=501.4, Total FLOPS=1002.92025.06 | 21.6 | 22.8 | 9.6 | 34.7 | |
| DUAFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.06 | 20.4 | 20.8 | 8.4 | 33.1 |