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PeopleArt
Object Detection on PeopleArt
Metric: mAP (higher is better)
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#
Model
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mAP
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Extra Data
Paper
Date
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Code
1
PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt)
49.7
Yes
Poses of People in Art: A Data Set for Human Pos...
2023-01-12
-
2
TOOD (Task-aligned One-stage Object Detection; trained on PeopleArt and PoPArt)
47.8
Yes
Poses of People in Art: A Data Set for Human Pos...
2023-01-12
-
3
PVT (Pyramid Vision Transformer)
46.5
No
Poses of People in Art: A Data Set for Human Pos...
2023-01-12
-
4
TOOD (Task-aligned One-stage Object Detection)
46.1
No
Poses of People in Art: A Data Set for Human Pos...
2023-01-12
-
5
FasterRCNN (trained on StyleCOCO)
36
No
Improving Object Detection in Art Images Using O...
2021-02-12
Code
#1
PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt)
SOTA
49.7
mAP
· Extra Data
· 2023-01-12
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History
#2
TOOD (Task-aligned One-stage Object Detection; trained on PeopleArt and PoPArt)
47.8
mAP
· Extra Data
· 2023-01-12
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History
#3
PVT (Pyramid Vision Transformer)
46.5
mAP
· 2023-01-12
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History
#4
TOOD (Task-aligned One-stage Object Detection)
46.1
mAP
· 2023-01-12
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History
#5
FasterRCNN (trained on StyleCOCO)
SOTA
36
mAP
· 2021-02-12
Improving Object Detection in Art Images Using Only Style Transfer
Code