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Models/PVT (Pyramid Vision Transformer)

PVT (Pyramid Vision Transformer)

Reported on 15 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology12 results

3DonPeopleArt
mAP· 2023-01-12
46.5
best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
3DonPeopleArt
mAP@0.5· 2023-01-12
76
best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
3DonPeopleArt
mAP@0.75· 2023-01-12
48.4
best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
2D ClassificationonPeopleArt
mAP· 2023-01-12
46.5
best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
2D ClassificationonPeopleArt
mAP@0.5· 2023-01-12
76
best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
2D ClassificationonPeopleArt
mAP@0.75· 2023-01-12
48.4
best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
2D Object DetectiononPeopleArt
mAP· 2023-01-12
46.5
best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
2D Object DetectiononPeopleArt
mAP@0.5· 2023-01-12
76
best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
2D Object DetectiononPeopleArt
mAP@0.75· 2023-01-12
48.4
best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
16konPeopleArt
mAP· 2023-01-12
46.5
best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
16konPeopleArt
mAP@0.5· 2023-01-12
76
best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
16konPeopleArt
mAP@0.75· 2023-01-12
48.4
best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124

Computer Vision3 results

Object DetectiononPeopleArt
mAP· 2023-01-12
46.5
best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
Object DetectiononPeopleArt
mAP@0.5· 2023-01-12
76
best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124
Object DetectiononPeopleArt
mAP@0.75· 2023-01-12
48.4
best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History arXiv:2301.05124