Object Detection on Cityscapes -> ACDC Round 1 (test)
23.4Score (Snow)Sensitivity-Guided Pruning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Sensitivity-Guided PruningFwd FLOPS=226.2, Bwd FLOPS=226.6, Total FLOPS=452.82025.06 | 23.4 | 22.6 | 11.7 | 34.7 | |
| WHWFwd FLOPS=253.0, Bwd FLOPS=255.2, Total FLOPS=508.22025.06 | 23.2 | 22.6 | 11.2 | 34.7 | |
| ActMADFwd FLOPS=250.7, Bwd FLOPS=501.4, Total FLOPS=752.22025.06 | 22.8 | 22.6 | 10.7 | 33.5 | |
| TeSTFwd FLOPS=1011.1, Bwd FLOPS=953.2, Total FLOPS=1964.22025.06 | 22 | 22.1 | 9.6 | 34.1 | |
| STFARFwd FLOPS=501.4, Bwd FLOPS=501.4, Total FLOPS=1002.92025.06 | 21.9 | 22.5 | 9.5 | 34.7 | |
| Direct TestFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.06 | 21.8 | 22.2 | 9.8 | 34.4 | |
| DUAFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.06 | 20.9 | 21.5 | 9.1 | 33.8 |