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SOTA
Person Re-Identification
Person Re Identification On Prid2011
Person Re Identification On Prid2011
Metrics
Rank-1
Rank-20
Rank-5
Results
Performance results of various models on this benchmark
Columns
Model Name
Rank-1
Rank-20
Rank-5
Paper Title
B-BOT + Attention and CL loss*
96.6
-
-
Video Person Re-ID: Fantastic Techniques and Where to Find Them
FGReID
96.1
100
99.1
Fine-Grained Re-Identification
AGRL
93.1
99.8
-
Adaptive Graph Representation Learning for Video Person Re-identification
Snippet (Supervised)
93.0
100.0
99.3
Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding
uPMnet
92.0
100.0
97.7
Exploiting Robust Unsupervised Video Person Re-identification
DAL
85.3
99.6
97.0
Deep Association Learning for Unsupervised Video Person Re-identification
SMP*
80.9
99.4
95.6
Stepwise Metric Promotion for Unsupervised Video Person Re-Identification
DGM+MLAPG+
73.1
99.0
92.5
Dynamic Label Graph Matching for Unsupervised Video Re-Identification
DGM+IDE+
56.4
96.4
81.3
Dynamic Label Graph Matching for Unsupervised Video Re-Identification
UTAL
54.7
96.2
83.1
Unsupervised Tracklet Person Re-Identification
RACE+
50.6
91.8
79.4
Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild
TAUDL
49.4
98.9
78.7
Unsupervised Person Re-identification by Deep Learning Tracklet Association
DASy*
43.0
-
-
Domain Adaptation through Synthesis for Unsupervised Person Re-identification
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Person Re Identification On Prid2011 | SOTA | HyperAI