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Object Detection on Caribou 2019 (test)

93.7PrecisionHerdNet-PPN-ImageNet
89.12490.31291.592.688Jan 26, 2026

Evaluation results

MethodLinks
HerdNet-PPN-ImageNetInitialization=Weights from patch-based network pretrained on ImageNet2026.0193.79393.392.8
HerdNet-ImageNetInitialization=ImageNet Weights (baseline)2026.0192.888.390.490.3
HerdNet-PPN-ScratchInitialization=Weights from patch-based network pretrained from scratch2026.0189.390.89090