OpenCodePapers
pedestrian-attribute-recognition-on-pa-100k
Pedestrian Attribute Recognition
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Paper
Code
Accuracy
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Accuracy
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F1 score
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ModelName
ReleaseDate
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HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining
✓ Link
90.8
PATH (Partial FT)
2023-03-10
Hulk: A Universal Knowledge Translator for Human-Centric Tasks
✓ Link
88.97
Hulk(Finetune, ViT-L)
2023-12-04
Hulk: A Universal Knowledge Translator for Human-Centric Tasks
✓ Link
87.85
Hulk(Finetune, ViT-B)
2023-12-04
C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition
✓ Link
87.2
C2T-Net
2023-12-26
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
✓ Link
86.38
SOLIDER
2023-03-30
UniHCP: A Unified Model for Human-Centric Perceptions
✓ Link
86.18
UniHCP (finetune)
2023-03-06
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark
✓ Link
80.17
APTM
2023-06-05
Label2Label: A Language Modeling Framework for Multi-Attribute Learning
✓ Link
79.23
Label2Label
2022-07-18
Rethinking of Pedestrian Attribute Recognition: Realistic Datasets with Efficient Method
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78.56
strongBaseline(ours)
2020-05-25
Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization
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77.08%
Attribute-Specific Localization
2019-10-10
HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis
✓ Link
72.19%
HP-net
2017-09-28
AttriVision: Advancing Generalization in Pedestrian Attribute Recognition using CLIP
89.8
Attrivision
2025-02-18
AttriVision: Advancing Generalization in Pedestrian Attribute Recognition using CLIP
93.1
Attivision
2025-02-18