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SOTA
Person Re Identification
Person Re Identification On Sysu 30K
Person Re Identification On Sysu 30K
評価指標
Rank-1
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
Rank-1
Paper Title
Repository
DF (generalization)
10.3
Deep Feature Learning with Relative Distance Comparison for Person Re-identification
-
DGL (weakly-supervised)
26.9
Weakly Supervised Person Re-ID: Differentiable Graphical Learning and A New Benchmark
SimCLR (self-supervised)
10.9
A Simple Framework for Contrastive Learning of Visual Representations
MGN (generalization)
23.6
Learning Discriminative Features with Multiple Granularities for Person Re-Identification
BYOL (self-supervised)
12.7
Bootstrap your own latent: A new approach to self-supervised Learning
DARI (generalization)
11.2
DARI: Distance metric And Representation Integration for Person Verification
-
MoCo v2 (self-supervised)
11.6
Improved Baselines with Momentum Contrastive Learning
ResNet-50 (generalization)
-
Deep Residual Learning for Image Recognition
IICS (generalization)
36.0
Intra-Inter Camera Similarity for Unsupervised Person Re-Identification
Triplet (self-supervised)
14.8
Solving Inefficiency of Self-supervised Representation Learning
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