HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Person Re Identification On Sysu 30K

평가 지표

Rank-1

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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