Multi-person Pose Estimation on COCO 2017 (test-dev)
78.1AP
MSPN
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2019.01 | 78.1 | 94.1 | 85.9 | 74.5 | 83.3 | 83.1 | 96.7 | 89.8 | 79.3 | 88.2 | |
2019.01 | 77.1 | 93.8 | 84.6 | 73.4 | 82.3 | 82.3 | 96.5 | 88.9 | 78.4 | 87.7 | |
2019.01 | 77 | 92.7 | 84.5 | 73.4 | 83.1 | 82 | - | - | - | - | |
2019.01 | 76.5 | 92.4 | 84 | 73 | 82.7 | 81.5 | 95.8 | 88.2 | 77.4 | 87.2 | |
2019.01 | 76.1 | 93.4 | 83.8 | 72.3 | 81.5 | 81.6 | 96.3 | 88.1 | 77.5 | 87.1 | |
2019.01 | 75.5 | 92.5 | 83.3 | 71.9 | 81.5 | 80.5 | - | - | - | - | |
2020.07 | 75.5 | 92.5 | 83.3 | 71.9 | 81.5 | 80.5 | - | - | - | - | |
2025.06 | 74.8 | 91.6 | 82.1 | 69.4 | 83 | - | - | - | - | - | |
2019.01 | 73.7 | 91.9 | 81.1 | 70.3 | 80 | 79 | - | - | - | - | |
2020.07 | 73.7 | 91.9 | 81.1 | 70.3 | 80 | 79 | - | - | - | - | |
2025.06 | 73.3 | 91.3 | 79.5 | 68.5 | 81.2 | - | - | - | - | - | |
2023.12 | 73.3 | 91.9 | - | 68.3 | 81.1 | 77.4 | - | - | - | - | |
2019.01 | 73 | 91.7 | 80.9 | 69.5 | 78.1 | 79 | 95.1 | 85.9 | 74.8 | 84.6 | |
2025.06 | 72.7 | 92.3 | 80.9 | 67.6 | 80 | - | - | - | - | - | |
2023.12 | 72.7 | 92.3 | 80.9 | 67.6 | 80 | - | - | - | - | - | |
2020.07 | 72.6 | 86.1 | 69.7 | 78.3 | 64.1 | - | - | - | - | - | |
2020.07 | 72.3 | 89.2 | 79.1 | 68 | 78.6 | - | - | - | - | - | |
2025.06 | 72.2 | 91.4 | 79.3 | 67 | 80.6 | 78.8 | - | - | - | - | |
2019.01 | 72.1 | 91.4 | 80 | 68.7 | 77.2 | 78.5 | 95.1 | 85.3 | 74.2 | 84.3 | |
2020.07 | 72.1 | 91.4 | 80 | 68.7 | 77.2 | 78.5 | - | - | - | - | |
2025.06 | 71.6 | 91.1 | 79 | 66.8 | 79.1 | 75.6 | - | - | - | - | |
2023.12 | 71.6 | 91.1 | 79 | 66.8 | 79.1 | 75.6 | - | - | - | - | |
2023.12 | 71.5 | 91 | 78.6 | 66.1 | 79.9 | 75.6 | - | - | - | - | |
2025.06 | 71.2 | 91.2 | 78.1 | 65.8 | 79.9 | 78.1 | - | - | - | - | |
2025.06 | 70.9 | 91 | 78.2 | 65.8 | 79.1 | 75 | - | - | - | - | |
2023.12 | 70.9 | 91 | 78.2 | 65.8 | 79.1 | 75 | - | - | - | - | |
2025.06 | 70.7 | 90.4 | 77.9 | 66.3 | 77.8 | 76.4 | - | - | - | - | |
2023.12 | 70.7 | 90.4 | 77.9 | 66.3 | 77.8 | 76.4 | - | - | - | - | |
2025.06 | 70.5 | 91.5 | 78.7 | 65.2 | 78 | - | - | - | - | - | |
2023.12 | 70.5 | 91.5 | 78.7 | 65.2 | 78 | - | - | - | - | - | |
2025.06 | 70.3 | 91.2 | 77.8 | 66.3 | 76.8 | 77.7 | - | - | - | - | |
2023.12 | 70.3 | 91.2 | 77.8 | 66.3 | 76.8 | 77.7 | - | - | - | - | |
2025.06 | 70.2 | 91.1 | 77.8 | 65.3 | 78.2 | 74.3 | - | - | - | - | |
2025.06 | 70.2 | 90.5 | 77.8 | 64.7 | 78 | - | - | - | - | - | |
2023.12 | 70.2 | 91.1 | 77.8 | 65.3 | 78.2 | 74.3 | - | - | - | - | |
2025.06 | 70.1 | 90.6 | 77.1 | 65.1 | 78.1 | 74.2 | - | - | - | - | |
2023.12 | 70.1 | 90.6 | 77.1 | 65.1 | 78.1 | 74.2 | - | - | - | - | |
2025.06 | 69.8 | 90.2 | 77.2 | 64.3 | 77.4 | - | - | - | - | - | |
2023.12 | 69.8 | 90.2 | 77.2 | 64.3 | 77.4 | - | - | - | - | - | |
2025.06 | 68.9 | 89.9 | 76.9 | 63.2 | 77.7 | 74.6 | - | - | - | - | |
2023.12 | 68.9 | 89.9 | 76.9 | 63.2 | 77.7 | 74.6 | - | - | - | - | |
2025.06 | 68.8 | 90.5 | 76.5 | 64.3 | 76 | 76.3 | - | - | - | - | |
2023.12 | 68.8 | 90.5 | 76.5 | 64.3 | 76 | 76.3 | - | - | - | - | |
2025.06 | 68.7 | 88.6 | 74.4 | 63.8 | 76.5 | - | - | - | - | - | |
2020.07 | 68.7 | 89 | 75.4 | 64.1 | 75.5 | 75.4 | - | - | - | - | |
2025.06 | 68.6 | 90.7 | 75.8 | 63.4 | 77.1 | 72.8 | - | - | - | - | |
2023.12 | 68.6 | 90.7 | 75.8 | 63.4 | 77.1 | 72.8 | - | - | - | - | |
2025.06 | 68.5 | 88.6 | 74.6 | 62.1 | 78.3 | 74.6 | - | - | - | - | |
2022.05 | 68.4 | - | - | - | - | - | - | - | - | - | |
2020.07 | 67.8 | 88.2 | 74.8 | 63.9 | 74 | - | - | - | - | - | |
2023.12 | 67.7 | 89.4 | 74.5 | 61.5 | 77.2 | 71.9 | - | - | - | - | |
2025.06 | 67.6 | 89.8 | 75.3 | 61.6 | 76 | - | - | - | - | - | |
2020.07 | 67.6 | 85.1 | 73.7 | 62.7 | 74.6 | 71.3 | - | - | - | - | |
2023.12 | 67.6 | 89.8 | 75.3 | 61.6 | 76 | - | - | - | - | - | |
2025.06 | 66.9 | 88.8 | 73.6 | 61.1 | 75.7 | 70.9 | - | - | - | - | |
2020.07 | 66.9 | 88.5 | 72.9 | 62.6 | 73.1 | - | - | - | - | - | |
2023.12 | 66.9 | 88.8 | 73.6 | 61.1 | 75.7 | 70.9 | - | - | - | - | |
2025.06 | 66.5 | 87.4 | 72.5 | 59.8 | 76.8 | 73 | - | - | - | - | |
2022.05 | 66.5 | - | - | - | - | - | - | - | - | - | |
2025.06 | 66.3 | 89.2 | 73 | 61.2 | 73.9 | - | - | - | - | - | |
2023.12 | 66.3 | 89.2 | 73 | 61.2 | 73.9 | - | - | - | - | - | |
2025.06 | 65.6 | 87.9 | 72.6 | 62.1 | 72.3 | - | - | - | - | - | |
2023.12 | 65.6 | 87.9 | 72.6 | 62.1 | 72.3 | - | - | - | - | - | |
2016.11 | 65.5 | 86.8 | 72.3 | 60.6 | 72.6 | 70.2 | 89.5 | 76 | 64.6 | 78.1 | |
2019.01 | 65.5 | 86.8 | 72.3 | 60.6 | 72.6 | 70.2 | 89.5 | 76 | 64.6 | 78.1 | |
2020.07 | 65.5 | 86.8 | 72.3 | 60.6 | 72.6 | 70.2 | - | - | - | - | |
2025.06 | 65.4 | 88.9 | 71.7 | 60.2 | 72.7 | - | - | - | - | - | |
2023.12 | 65.4 | 88.9 | 71.7 | 60.2 | 72.7 | - | - | - | - | - | |
2016.11 | 64.9 | 85.5 | 71.3 | 62.3 | 70 | 69.7 | 88.7 | 75.5 | 64.4 | 77.1 | |
2019.01 | 64.9 | 85.5 | 71.3 | 62.3 | 70 | 69.7 | 88.7 | 75.5 | 64.4 | 77.1 | |
2020.07 | 64.9 | 85.5 | 71.3 | 62.3 | 70 | 69.7 | - | - | - | - | |
2017.07 | 64.8 | 85.8 | - | - | - | 69.4 | 88.4 | - | - | - | |
2020.07 | 64.8 | 87.8 | 71.1 | 60.4 | 71.5 | - | - | - | - | - | |
2017.07 | 64.4 | 85.7 | - | - | - | 69.1 | 88.2 | - | - | - | |
2025.06 | 64.3 | 87.3 | 71 | 61.6 | 70.5 | - | - | - | - | - | |
2023.12 | 64.3 | 87.3 | 71 | 61.6 | 70.5 | - | - | - | - | - | |
2025.06 | 63.8 | 88.4 | 70.4 | 58.6 | 71.7 | 71.2 | - | - | - | - | |
2023.12 | 63.8 | 88.4 | 70.4 | 58.6 | 71.7 | 71.2 | - | - | - | - | |
2025.06 | 63.3 | 86.7 | 69.4 | 57.8 | 71.2 | - | - | - | - | - | |
2023.12 | 63.3 | 86.7 | 69.4 | 57.8 | 71.2 | - | - | - | - | - | |
2025.06 | 63.2 | 87.8 | 69.5 | 57.6 | 72.6 | 67.6 | - | - | - | - | |
2023.12 | 63.2 | 87.8 | 69.5 | 57.6 | 72.6 | 67.6 | - | - | - | - | |
2019.01 | 63.1 | 87.3 | 68.7 | 57.8 | 71.4 | - | - | - | - | - | |
2020.07 | 63.1 | 87.3 | 68.7 | 57.8 | 71.4 | 69.7 | - | - | - | - | |
2025.06 | 63 | 86.8 | 69.6 | 58.9 | 70.4 | - | - | - | - | - | |
2023.12 | 63 | 86.8 | 69.6 | 58.9 | 70.4 | - | - | - | - | - | |
2016.11 | 62.7 | 87 | 68.4 | 57.4 | 71.1 | - | - | - | - | - | |
2017.07 | 62.4 | 84 | - | - | - | 66.7 | 86.6 | - | - | - | |
2025.06 | 62.2 | 86.4 | 68.2 | 56.7 | 69.8 | - | - | - | - | - | |
2023.12 | 62.2 | 86.4 | 68.2 | 56.7 | 69.8 | - | - | - | - | - | |
2016.11 | 61.8 | 84.9 | 67.5 | 57.1 | 68.2 | 66.5 | 87.2 | 71.8 | 60.6 | 74.6 | |
2017.07 | 61.8 | 84.9 | - | - | - | 66.5 | 87.2 | - | - | - | |
2019.01 | 61.8 | 84.9 | 67.5 | 57.1 | 68.2 | 66.5 | 87.2 | 71.8 | 60.6 | 74.6 | |
2020.07 | 61.8 | 84.9 | 67.5 | 57.1 | 68.2 | 66.5 | - | - | - | - | |
2022.05 | 56.7 | - | - | - | - | - | - | - | - | - | |
2022.05 | 56.6 | - | - | - | - | - | - | - | - | - | |
2022.05 | 52.8 | - | - | - | - | - | - | - | - | - | |
2022.05 | 37.8 | - | - | - | - | - | - | - | - | - | |
2022.05 | 35.5 | - | - | - | - | - | - | - | - | - |