Pedestrian Attribute Recognition on PA-100K
92.88mA
VLM-PAR
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.12 | 92.88 | - | - | - | 92.32 | - | |
2023.12 | 90.8 | - | - | - | - | - | |
2023.12 | 90.8 | - | - | - | - | - | |
2023.03 | 90.8 | - | - | - | - | - | |
2025.12 | 89.8 | - | - | - | 93.1 | - | |
2023.12 | 88.97 | - | - | - | - | - | |
2023.12 | 88.97 | - | - | - | - | - | |
2026.04 | 88.48 | 82.83 | 87.97 | 93.09 | 90.46 | - | |
2026.04 | 87.95 | 84.01 | 89.55 | 91.65 | 90.28 | - | |
2026.01 | 87.91 | - | - | - | - | - | |
2023.12 | 87.85 | - | - | - | - | - | |
2023.12 | 87.85 | - | - | - | - | - | |
2026.04 | 87.61 | 82.03 | - | 94.91 | 88.92 | - | |
2026.04 | 87.47 | 83.78 | 89.27 | 91.7 | 90.15 | - | |
2025.12 | 87.2 | - | - | - | 91 | - | |
2023.12 | 86.9 | - | - | - | - | - | |
2023.12 | 86.9 | - | - | - | - | - | |
2023.03 | 86.9 | - | - | - | - | - | |
2026.01 | 86.88 | - | - | - | - | - | |
2023.12 | 86.54 | - | - | - | - | - | |
2023.12 | 86.54 | - | - | - | - | - | |
2026.01 | 86.54 | - | - | - | - | - | |
2025.12 | 86.45 | - | - | - | 92.77 | - | |
2023.12 | 86.37 | - | - | - | - | - | |
2023.12 | 86.37 | - | - | - | - | - | |
2023.03 | 86.37 | - | - | - | - | - | |
2026.01 | 86.37 | - | - | - | - | - | |
2023.03 | 86.25 | - | - | - | - | - | |
2023.12 | 86.18 | - | - | - | - | - | |
2023.12 | 86.18 | - | - | - | - | - | |
2026.01 | 86.18 | - | - | - | - | - | |
2026.01 | 85.32 | - | - | - | - | - | |
2023.03 | 85 | - | - | - | - | - | |
2026.01 | 85 | - | - | - | - | - | |
2026.04 | 84.92 | 80.23 | 87.45 | 88.74 | 87.72 | - | |
2023.12 | 84.36 | - | - | - | - | - | |
2023.12 | 84.36 | - | - | - | - | - | |
2023.03 | 84.14 | - | - | - | - | - | |
2026.04 | 83.9 | 81.23 | 89.29 | 89.87 | 88.41 | - | |
2026.04 | 83.72 | 80.89 | 87.88 | 89.3 | 88.21 | - | |
2025.12 | 83.71 | - | - | - | 87.74 | - | |
2025.12 | 83.58 | - | - | - | 88.55 | - | |
2026.04 | 83.58 | 80.63 | - | 89.32 | 88.55 | - | |
2023.12 | 83.54 | - | - | - | - | - | |
2023.12 | 83.54 | - | - | - | - | - | |
2026.04 | 83.54 | 80.13 | 87.01 | 89.19 | 88.09 | - | |
2023.03 | 83.5 | - | - | - | - | - | |
2026.04 | 83.4 | 81.1 | 88.4 | 89 | 88.3 | - | |
2026.04 | 83.23 | 79.42 | - | 88.6 | 87.23 | - | |
2023.12 | 82.85 | - | - | - | - | - | |
2023.12 | 82.85 | - | - | - | - | - | |
2026.01 | 82.85 | - | - | - | - | - | |
2023.06 | 82.58 | 80.17 | 88.31 | 87.84 | 88.07 | - | |
2023.03 | 82.31 | - | - | - | - | - | |
2023.03 | 82.3 | - | - | - | - | - | |
2023.12 | 82.24 | - | - | - | - | - | |
2023.12 | 82.24 | - | - | - | - | - | |
2026.04 | 81.94 | 80.31 | 88.36 | 88.01 | 87.8 | - | |
2023.12 | 81.87 | - | - | - | - | - | |
2023.12 | 81.87 | - | - | - | - | - | |
2023.03 | 81.61 | - | - | - | - | - | |
2023.06 | 81.61 | 79.45 | 87.66 | 87.59 | 87.62 | - | |
2026.01 | 81.61 | - | - | - | - | - | |
2023.12 | 81.53 | - | - | - | - | - | |
2023.06 | 81.49 | 79.89 | 88.59 | 87.09 | 87.83 | - | |
2023.12 | 80.72 | - | - | - | - | - | |
2020.05 | 80.68 | 77.08 | 84.21 | 88.84 | 86.46 | - | |
2023.03 | 80.68 | - | - | - | - | - | |
2023.06 | 80.68 | 77.08 | 84.21 | 88.84 | 86.46 | - | |
2026.04 | 80.52 | 80.13 | - | 88.59 | 87.88 | - | |
2023.06 | 80.43 | 79.91 | 89.26 | 86.49 | 87.85 | - | |
2023.03 | 80.41 | - | - | - | - | - | |
2026.01 | 80.41 | - | - | - | - | - | |
2020.05 | 79.38 | 78.56 | 89.41 | 84.78 | 86.55 | - | |
2023.06 | 79.38 | 78.56 | 89.41 | 84.78 | 86.55 | - | |
2023.12 | 79.32 | - | - | - | - | - | |
2023.12 | 79.32 | - | - | - | - | - | |
2020.05 | 79.16 | 79.44 | 88.97 | 86.26 | 87.59 | - | |
2023.03 | 79.16 | - | - | - | - | - | |
2026.01 | 79.16 | - | - | - | - | - | |
2020.05 | 78.49 | 77.87 | 86.96 | 85 | 85.58 | - | |
2023.03 | 77.4 | - | - | - | - | - | |
2020.05 | 76.96 | 75.55 | 86.99 | 83.17 | 85.04 | - | |
2023.03 | 76.1 | - | - | - | - | - | |
2020.05 | 74.95 | 73.08 | 84.36 | 82.24 | 83.29 | - | |
2017.09 | 74.21 | 72.19 | 82.97 | 82.09 | 82.53 | - | |
2020.05 | 74.21 | 72.19 | 82.97 | 82.09 | 82.53 | - | |
2023.06 | 74.21 | 72.19 | 82.97 | 82.09 | 82.53 | - | |
2017.09 | 72.7 | 70.39 | 82.24 | 80.42 | 81.32 | - | |
2020.05 | 72.7 | 70.39 | 82.24 | 80.42 | 81.32 | - | |
2017.09 | 72.3 | 70.44 | 81.7 | 81.05 | 81.38 | - | |
2023.06 | 71.68 | 54.51 | 60.47 | 83.6 | 70.18 | - | |
2022.07 | - | 78.97 | - | - | 86.86 | - | |
2022.07 | - | 78.78 | - | - | 86.73 | - | |
2022.07 | - | 79.03 | - | - | 86.96 | - | |
2026.04 | - | 81.47 | 89.78 | 89.77 | 88.88 | - | |
2026.04 | - | 83.94 | 90.38 | 90.23 | 90.1 | - |