Object Detection on ACDC Round 5 (test)
24.7Performance (Snow)Sensitivity-Guided Pruning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Sensitivity-Guided PruningFwd FLOPS=226.2, Bwd FLOPS=226.6, Total FLOPS=452.82025.06 | 24.7 | 24.1 | 13 | 35.1 | |
| WHWFwd FLOPS=253.0, Bwd FLOPS=255.2, Total FLOPS=508.22025.06 | 24 | 24.1 | 12.4 | 34.7 | |
| ActMADFwd FLOPS=250.7, Bwd FLOPS=501.4, Total FLOPS=752.22025.06 | 23.4 | 22.7 | 11.5 | 34.5 | |
| Direct TestFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.06 | 21.8 | 22.2 | 9.8 | 34.4 | |
| TeSTFwd FLOPS=1011.1, Bwd FLOPS=953.2, Total FLOPS=1964.22025.06 | 21.8 | 22.3 | 9.6 | 34.4 | |
| STFARFwd FLOPS=501.4, Bwd FLOPS=501.4, Total FLOPS=1002.92025.06 | 21.7 | 22.2 | 9.5 | 34.2 | |
| DUAFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.06 | 21.1 | 21.3 | 9 | 33.7 |