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Few-shot Object Counting on Synoptics (val)

9.62MNAEACFamNet Pro
9.61049.67529.749.8048Apr 21, 2026

Evaluation results

MethodLinks
ACFamNet ProModel variant=Pro2026.049.62
SAFECountSetup=Fine-tuned, Components=RoI Align, Upsampling layers=Reduced to two, Backbone=ResNet-18 (frozen blocks)2026.049.79
SAFECountSetup=Vanilla, Upsampling layers=Reduced to two, Backbone=ResNet-18 (frozen blocks)2026.049.86