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reid_baseline

reid baseline model for exploring softmax and triplet hard loss's influence.

Architecture

softmax

triplet

softmax + triplet

Classification

Triplet Hard

Classification + Triplet Hard

Results

loss rank1 map
triplet hard 89.9% 76.8%
softmax 87% 65%
triplet + softmax 89.7% 76.2%