Face Alignment on WFLW (test)
3.98NME (%) (Testset)
ADNet*
Updated 2d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.09 | 3.98 | 6.56 | 4.02 | 3.87 | 3.62 | 4.36 | 4.21 | 2 | 9.2 | 1.59 | 1.72 | 1.26 | 4.48 | 2.59 | 0.625 | 0.4036 | 0.6014 | 0.6295 | 0.6406 | 0.5896 | 0.5903 | - | |
2025.08 | 3.99 | 6.75 | 4.21 | 3.87 | 3.8 | 4.71 | 4.47 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.04 | 4.02 | - | - | - | - | - | - | 0.97 | - | - | - | - | - | - | 0.6017 | - | - | - | - | - | - | - | |
2025.08 | 4.03 | 6.81 | 4.32 | 3.92 | 3.87 | 4.7 | 4.54 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 4.05 | 6.92 | 3.87 | 4.07 | 3.76 | 4.58 | 4.36 | 2.96 | 12.58 | 2.55 | 2.44 | 1.46 | 5.16 | 3.75 | 0.6158 | 0.3823 | 0.6281 | 0.6164 | 0.6389 | 0.5721 | 0.5836 | - | |
2021.04 | 4.08 | 6.87 | 4.06 | 4.34 | 3.85 | 4.85 | 4.66 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.12 | 4.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 4.12 | 6.99 | 4.37 | 4.02 | 4.03 | 5.01 | 4.79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 4.13 | 7.2 | 4.18 | 4.38 | 3.9 | 4.98 | 4.71 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 4.14 | 6.96 | 4.38 | 4.09 | 4.05 | 5.06 | 4.79 | 2.72 | 12.72 | 2.15 | 2.44 | 1.94 | 5.79 | 3.54 | 0.6022 | 0.3441 | 0.5234 | 0.5805 | 0.6007 | 0.5295 | 0.548 | - | |
2022.12 | 4.14 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.03 | 4.14 | - | - | - | - | - | - | 2.72 | - | - | - | - | - | - | 0.602 | - | - | - | - | - | - | - | |
2022.03 | 4.14 | - | - | - | - | - | - | 2.76 | - | - | - | - | - | - | 0.595 | - | - | - | - | - | - | - | |
2021.04 | 4.14 | 6.96 | 4.38 | 4.09 | 4.05 | 5.06 | 4.79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 4.14 | 6.96 | 4.45 | 4.05 | 4 | 5.06 | 4.79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 4.14 | 6.96 | 4.38 | 4.09 | 4.05 | 5.06 | 4.79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 4.16 | 7.15 | 4.4 | 4.05 | 4.09 | 4.99 | 4.66 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.03 | 4.18 | - | - | - | - | - | - | 2.84 | - | - | - | - | - | - | 0.597 | - | - | - | - | - | - | - | |
2022.03 | 4.2 | - | - | - | - | - | - | 3.04 | - | - | - | - | - | - | 0.588 | - | - | - | - | - | - | - | |
2019.04 | 4.21 | - | - | - | - | - | - | 2.04 | - | - | - | - | - | - | 0.5895 | - | - | - | - | - | - | - | |
2022.03 | 4.21 | - | - | - | - | - | - | 3.04 | - | - | - | - | - | - | 0.589 | - | - | - | - | - | - | - | |
2021.04 | 4.21 | 7.36 | 4.49 | 4.12 | 4.05 | 4.98 | 4.82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.04 | 4.27 | - | - | - | - | - | - | 2.91 | - | - | - | - | - | - | 0.5715 | - | - | - | - | - | - | - | |
2021.04 | 4.27 | 7.38 | 4.33 | 4.59 | 4.01 | 5.16 | 5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 4.28 | 7.27 | 4.56 | 4.18 | 4.27 | 5.18 | 4.87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.07 | 4.32 | - | - | - | - | - | - | 2.96 | - | - | - | - | - | - | 0.5769 | - | - | - | - | - | - | - | |
2022.03 | 4.35 | - | - | - | - | - | - | 2.72 | - | - | - | - | - | - | 0.576 | - | - | - | - | - | - | - | |
2021.04 | 4.35 | 7.42 | 4.63 | 4.29 | 4.22 | 5.19 | 5.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 4.35 | 7.5 | 4.52 | 4.22 | 4.18 | 5.43 | 5.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 4.36 | 7.38 | 4.58 | 4.32 | 4.27 | 5.19 | 4.96 | 2.84 | 13.5 | 2.23 | 2.58 | 2.91 | 5.98 | 3.75 | 0.5719 | 0.312 | 0.5149 | 0.5777 | 0.5715 | 0.5022 | 0.512 | - | |
2019.04 | 4.36 | - | - | - | - | - | - | 2.84 | - | - | - | - | - | - | 0.5719 | - | - | - | - | - | - | - | |
2020.07 | 4.36 | - | - | - | - | - | - | 2.84 | - | - | - | - | - | - | 0.5719 | - | - | - | - | - | - | - | |
2022.03 | 4.36 | - | - | - | - | - | - | 2.84 | - | - | - | - | - | - | 0.572 | - | - | - | - | - | - | - | |
2021.04 | 4.36 | 7.38 | 4.58 | 4.32 | 4.27 | 5.19 | 4.96 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 4.36 | 7.38 | 4.58 | 4.32 | 4.27 | 5.19 | 4.96 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 4.37 | - | - | - | - | - | - | 3.12 | - | - | - | - | - | - | 0.577 | - | - | - | - | - | - | - | |
2022.12 | 4.37 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.03 | 4.37 | - | - | - | - | - | - | 3.12 | - | - | - | - | - | - | 0.557 | - | - | - | - | - | - | - | |
2021.04 | 4.37 | 7.56 | 4.77 | 4.3 | 4.33 | 5.29 | 4.94 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 4.38 | 7.6 | 4.66 | 4.19 | 4.3 | 5.44 | 4.98 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.03 | 4.39 | - | - | - | - | - | - | 4.08 | - | - | - | - | - | - | 0.591 | - | - | - | - | - | - | - | |
2021.04 | 4.39 | 8.42 | 4.68 | 4.24 | 4.37 | 5.6 | 4.86 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.06 | 4.4 | 7.52 | 4.65 | 4.31 | 4.36 | 5.23 | 5.04 | 2.88 | 13.8 | 2.55 | 2.29 | 2.43 | 5.98 | 4.14 | 0.5698 | 0.2981 | 0.543 | 0.5761 | 0.571 | 0.4936 | 0.5095 | - | |
2025.08 | 4.51 | 7.93 | 4.73 | 4.44 | 4.53 | 5.63 | 5.17 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.12 | 4.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.06 | 4.6 | 7.94 | 4.85 | 4.55 | 4.29 | 5.44 | 5.42 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.07 | 4.6 | - | - | - | - | - | - | 4.64 | - | - | - | - | - | - | 0.5237 | - | - | - | - | - | - | - | |
2022.03 | 4.6 | - | - | - | - | - | - | 4.64 | - | - | - | - | - | - | 0.524 | - | - | - | - | - | - | - | |
2022.04 | 4.6 | 7.94 | 4.85 | 4.55 | 4.29 | 5.44 | 5.42 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 4.6 | 7.94 | 4.85 | 4.55 | 4.29 | 5.44 | 5.42 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.08 | 4.6 | - | - | - | - | - | - | 4.64 | - | - | - | - | - | - | 0.5237 | - | - | - | - | - | - | - | |
2021.09 | 4.62 | 8.11 | 4.65 | 4.41 | 4.63 | 5.74 | 5.38 | 4.84 | 21.4 | 3.73 | 3.22 | 6.15 | 9.26 | 6.61 | 0.563 | 0.292 | 0.546 | 0.579 | 0.575 | 0.485 | 0.494 | - | |
2020.06 | 4.62 | 8.11 | 4.65 | 4.41 | 4.63 | 5.74 | 5.38 | 4.84 | 21.4 | 3.73 | 3.22 | 6.15 | 9.26 | 6.61 | 0.563 | 0.292 | 0.546 | 0.579 | 0.575 | 0.485 | 0.494 | - | |
2020.07 | 4.62 | - | - | - | - | - | - | 4.2 | - | - | - | - | - | - | 0.5516 | - | - | - | - | - | - | - | |
2021.04 | 4.62 | 8.11 | 4.65 | 4.41 | 4.63 | 5.74 | 5.38 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 4.62 | 8.11 | 4.65 | 4.41 | 4.63 | 5.74 | 5.38 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.08 | 4.63 | - | - | - | - | - | - | 3.68 | - | - | - | - | - | - | 0.5509 | - | - | - | - | - | - | - | |
2019.02 | 4.68 | 8.62 | 5.21 | 4.65 | 4.6 | 5.77 | 5.41 | 5.04 | 22.39 | 5.41 | 3.86 | 6.79 | 9.37 | 6.72 | 0.5544 | 0.264 | 0.5175 | 0.5602 | 0.5536 | 0.4692 | 0.4957 | - | |
2021.04 | 4.69 | 8.63 | 6.27 | 5.73 | 5.98 | 7.33 | 6.88 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.03 | 4.71 | - | - | - | - | - | - | 5 | - | - | - | - | - | - | 0.552 | - | - | - | - | - | - | - | |
2020.06 | 4.76 | 8.21 | 5.14 | 4.51 | 5 | 5.76 | 5.43 | 5.24 | 20.86 | 4.78 | 3.72 | 6.31 | 9.51 | 7.24 | 0.546 | 0.2764 | 0.5098 | 0.566 | 0.5349 | 0.47 | 0.4923 | - | |
2022.03 | 4.76 | - | - | - | - | - | - | 5.04 | - | - | - | - | - | - | 0.549 | - | - | - | - | - | - | - | |
2020.10 | 4.77 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 3.11 | |
2021.04 | 4.77 | 9.31 | 4.79 | 4.72 | 4.59 | 6.17 | 5.82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.08 | 4.79 | - | - | - | - | - | - | 4.12 | - | - | - | - | - | - | 0.5352 | - | - | - | - | - | - | - | |
2020.06 | 4.9 | 8.78 | 5 | 4.93 | 4.85 | 6.26 | 5.73 | 5.92 | 24.23 | 5.41 | 4.72 | 5.82 | 11 | 8.79 | 0.5452 | 0.2826 | 0.5267 | 0.5511 | 0.5547 | 0.4621 | 0.4823 | - | |
2025.08 | 4.95 | 8.95 | 5.22 | 4.84 | 5.19 | 6.31 | 5.46 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.04 | 4.99 | - | - | - | - | - | - | 4.21 | - | - | - | - | - | - | 0.5275 | - | - | - | - | - | - | - | |
2021.04 | 4.99 | 8.43 | 5.21 | 4.88 | 5.26 | 6.21 | 5.81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.09 | 5.11 | 8.75 | 5.36 | 4.93 | 5.41 | 6.37 | 5.81 | 6 | 22.7 | 4.78 | 4.3 | 7.77 | 12.5 | 7.76 | 0.5504 | 0.31 | 0.4959 | 0.5408 | 0.5582 | 0.4885 | 0.4918 | - | |
2019.04 | 5.11 | - | - | - | - | - | - | 6 | - | - | - | - | - | - | 0.5504 | - | - | - | - | - | - | - | |
2020.06 | 5.11 | 8.75 | 5.36 | 4.93 | 5.41 | 6.37 | 5.81 | 6 | 22.72 | 4.78 | 4.3 | 7.77 | 12.5 | 7.76 | 0.5504 | 0.31 | 0.4959 | 0.5408 | 0.5582 | 0.4885 | 0.4918 | - | |
2020.10 | 5.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 3.98 | |
2020.07 | 5.11 | - | - | - | - | - | - | 6 | - | - | - | - | - | - | 0.5504 | - | - | - | - | - | - | - | |
2022.04 | 5.11 | 8.75 | 5.36 | 4.93 | 5.41 | 6.37 | 5.81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.08 | 5.11 | 8.75 | 5.36 | 4.93 | 5.41 | 6.37 | 5.81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.04 | 5.15 | - | - | - | - | - | - | 7.77 | - | - | - | - | - | - | 0.5394 | - | - | - | - | - | - | - | |
2019.04 | 5.19 | - | - | - | - | - | - | 5.98 | - | - | - | - | - | - | 0.5022 | - | - | - | - | - | - | - | |
2020.10 | 5.21 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 4.09 | |
2020.07 | 5.22 | - | - | - | - | - | - | 6.32 | - | - | - | - | - | - | 0.5355 | - | - | - | - | - | - | - | |
2022.03 | 5.22 | - | - | - | - | - | - | 6.32 | - | - | - | - | - | - | 0.535 | - | - | - | - | - | - | - | |
2021.08 | 5.22 | - | - | - | - | - | - | 6.32 | - | - | - | - | - | - | 0.5355 | - | - | - | - | - | - | - | |
2020.07 | 5.25 | - | - | - | - | - | - | 7.44 | - | - | - | - | - | - | 0.5034 | - | - | - | - | - | - | - | |
2021.08 | 5.25 | - | - | - | - | - | - | 7.44 | - | - | - | - | - | - | 0.5034 | - | - | - | - | - | - | - | |
2021.09 | 5.27 | 10.24 | 5.51 | 5.23 | 5.15 | 6.79 | 6.12 | 7.56 | 28.83 | 6.37 | 6.73 | 7.77 | 13.72 | 10.74 | 0.5323 | 0.2345 | 0.4951 | 0.5433 | 0.5394 | 0.449 | 0.463 | - | |
2022.12 | 5.27 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.02 | 5.27 | 10.24 | 5.51 | 5.23 | 5.15 | 6.79 | 6.32 | 7.56 | 28.83 | 6.37 | 6.73 | 7.77 | 13.72 | 10.74 | 0.5323 | 0.2345 | 0.4951 | 0.5433 | 0.5394 | 0.449 | 0.463 | - | |
2019.04 | 5.27 | - | - | - | - | - | - | 7.56 | - | - | - | - | - | - | 0.5323 | - | - | - | - | - | - | - | |
2020.06 | 5.27 | 10.24 | 5.51 | 5.23 | 5.15 | 6.79 | 6.32 | 7.56 | 28.83 | 6.37 | 6.73 | 7.77 | 13.72 | 10.74 | 0.5323 | 0.2345 | 0.4951 | 0.5433 | 0.5394 | 0.449 | 0.463 | - | |
2020.10 | 5.27 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 4.19 | |
2020.07 | 5.27 | - | - | - | - | - | - | 7.56 | - | - | - | - | - | - | 0.5323 | - | - | - | - | - | - | - | |
2022.03 | 5.27 | - | - | - | - | - | - | 7.56 | - | - | - | - | - | - | 0.532 | - | - | - | - | - | - | - | |
2022.04 | 5.27 | 10.24 | 5.51 | 5.23 | 5.15 | 6.79 | 6.32 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 5.27 | 10.24 | 5.51 | 5.23 | 5.15 | 6.79 | 6.32 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.08 | 5.27 | - | - | - | - | - | - | 7.56 | - | - | - | - | - | - | 0.5323 | - | - | - | - | - | - | - | |
2025.08 | 5.27 | 10.24 | 5.51 | 5.23 | 5.15 | 6.79 | 6.12 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.04 | 5.41 | - | - | - | - | - | - | 7.77 | - | - | - | - | - | - | 0.5582 | - | - | - | - | - | - | - | |
2020.10 | 5.47 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 4.33 | |
2021.08 | 5.62 | - | - | - | - | - | - | 8.28 | - | - | - | - | - | - | 0.484 | - | - | - | - | - | - | - | |
2019.04 | 5.98 | - | - | - | - | - | - | 11.65 | - | - | - | - | - | - | 0.4494 | - | - | - | - | - | - | - |
Showing 100 of 144 rows