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ResearchFormerly WizWand

Object Detection on ACDC Cityscapes -> ACDC 10-Round Average (test)

0.242Average ScoreSensitivity-Guided Pruning
0.209760.218130.22650.23487Jun 3, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Sensitivity-Guided PruningFwd FLOPS=226.2, Bwd FLOPS=226.6, Total FLOPS=452.82025.060.242
WHWFwd FLOPS=253.0, Bwd FLOPS=255.2, Total FLOPS=508.22025.060.236
ActMADFwd FLOPS=250.7, Bwd FLOPS=501.4, Total FLOPS=752.22025.060.233
TeSTFwd FLOPS=1011.1, Bwd FLOPS=953.2, Total FLOPS=1964.22025.060.221
STFARFwd FLOPS=501.4, Bwd FLOPS=501.4, Total FLOPS=1002.92025.060.221
Direct TestFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.060.22
DUAFwd FLOPS=250.7, Bwd FLOPS=0, Total FLOPS=250.72025.060.211