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Models/Simple Base+*

Simple Base+*

Reported on 54 benchmarks across 3 tasks · 1 paper · 54 SOTA

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

Computer Vision18 results

Pose EstimationonCOCO test-dev
AP50· 2018-04-17
92.4
best: 95 (ViTPose (ViTAE-G, ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
AP75· 2018-04-17
84
best: 88.2 (ViTPose (ViTAE-G, ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
APL· 2018-04-17
82.7
best: 86.5 (PoseBH-H)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
APM· 2018-04-17
73
best: 83.8 (4xRSN-50 (ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
AR· 2018-04-17
81.5
best: 88.2 (Simple Pose)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
AR50· 2018-04-17
95.8
best: 96.3 (MSPN)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
AR75· 2018-04-17
88.2
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
ARL· 2018-04-17
87.2
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-dev
ARM· 2018-04-17
77.4
best: 77.5 (MSPN)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
AP· 2018-04-17
74.5
best: 77.1 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
AP50· 2018-04-17
90.9
best: 93.3 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
AP75· 2018-04-17
80.8
best: 83.6 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
APL· 2018-04-17
87.5
best: 88.6 (MSPN+*)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
AR· 2018-04-17
80.5
best: 82.6 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
AR50· 2018-04-17
95.1
best: 96.1 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
AR75· 2018-04-17
86.3
best: 88.2 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
ARL· 2018-04-17
82.9
best: 88.7 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
Pose EstimationonCOCO test-challenge
ARM· 2018-04-17
75.3
best: 78 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208

Methodology18 results

3DonCOCO test-dev
AP50· 2018-04-17
92.4
best: 95 (ViTPose (ViTAE-G, ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
AP75· 2018-04-17
84
best: 88.2 (ViTPose (ViTAE-G, ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
APL· 2018-04-17
82.7
best: 86.5 (PoseBH-H)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
APM· 2018-04-17
73
best: 83.8 (4xRSN-50 (ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
AR· 2018-04-17
81.5
best: 88.2 (Simple Pose)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
AR50· 2018-04-17
95.8
best: 96.3 (MSPN)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
AR75· 2018-04-17
88.2
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
ARL· 2018-04-17
87.2
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-dev
ARM· 2018-04-17
77.4
best: 77.5 (MSPN)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
AP· 2018-04-17
74.5
best: 77.1 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
AP50· 2018-04-17
90.9
best: 93.3 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
AP75· 2018-04-17
80.8
best: 83.6 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
APL· 2018-04-17
87.5
best: 88.6 (MSPN+*)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
AR· 2018-04-17
80.5
best: 82.6 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
AR50· 2018-04-17
95.1
best: 96.1 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
AR75· 2018-04-17
86.3
best: 88.2 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
ARL· 2018-04-17
82.9
best: 88.7 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
3DonCOCO test-challenge
ARM· 2018-04-17
75.3
best: 78 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208

Audio18 results

1 Image, 2*2 StitchionCOCO test-dev
AP50· 2018-04-17
92.4
best: 95 (ViTPose (ViTAE-G, ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2018-04-17
84
best: 88.2 (ViTPose (ViTAE-G, ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
APL· 2018-04-17
82.7
best: 86.5 (PoseBH-H)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
APM· 2018-04-17
73
best: 83.8 (4xRSN-50 (ensemble))
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
AR· 2018-04-17
81.5
best: 88.2 (Simple Pose)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
AR50· 2018-04-17
95.8
best: 96.3 (MSPN)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
AR75· 2018-04-17
88.2
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
ARL· 2018-04-17
87.2
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-dev
ARM· 2018-04-17
77.4
best: 77.5 (MSPN)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
AP· 2018-04-17
74.5
best: 77.1 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
AP50· 2018-04-17
90.9
best: 93.3 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
AP75· 2018-04-17
80.8
best: 83.6 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
APL· 2018-04-17
87.5
best: 88.6 (MSPN+*)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
AR· 2018-04-17
80.5
best: 82.6 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
AR50· 2018-04-17
95.1
best: 96.1 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
AR75· 2018-04-17
86.3
best: 88.2 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
ARL· 2018-04-17
82.9
best: 88.7 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208
1 Image, 2*2 StitchionCOCO test-challenge
ARM· 2018-04-17
75.3
best: 78 (4×RSN-50)
SOTA
Simple Baselines for Human Pose Estimation and Tracking arXiv:1804.06208