OpenCodePapers
pedestrian-attribute-recognition-on-pa-100k
Image Classification
Attribute Recognition
Pedestrian Attribute Recognition
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
Accuracy
↕
Accuracy
↕
F1 score
↕
ModelName
ReleaseDate
↕
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
✓ Link
78.56
strongBaseline(ours)
2020-05-25
Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization
✓ Link
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
×