Semantic Correspondence on PF-PASCAL (PCK alpha 0.05, 0.1, 0.15)
95.8PCK @ alpha=0.1
Ours(DINOv2)
Updated 4d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2025.05 | 95.8 | 87.6 | 98.2 | |
2023.11 | 95.7 | 85.9 | 98 | |
2025.01 | 95.7 | 85.9 | 98 | |
2023.10 | 95.6 | 88.4 | 97.3 | |
2025.05 | 95.6 | 88.4 | 97.3 | |
2023.10 | 95.2 | 84.4 | 97.5 | |
2025.01 | 95.2 | 84.4 | 97.5 | |
2025.05 | 95.2 | 84.4 | 97.5 | |
2023.11 | 95.1 | 85.5 | 97.4 | |
2025.05 | 95.1 | 85.5 | 97.4 | |
2023.11 | 95 | 85.3 | 97.4 | |
2025.05 | 94.3 | 82.4 | 97.2 | |
2023.05 | 93.8 | 84.9 | 96.8 | |
2023.11 | 93.8 | 84.9 | 96.8 | |
2025.01 | 93.8 | 84.9 | 96.8 | |
2026.02 | 93.8 | 84.9 | 96.8 | |
2023.05 | 93.6 | 80.9 | 96.9 | |
2023.11 | 93.6 | 80.9 | 96.9 | |
2025.01 | 93.6 | 80.9 | 96.9 | |
2025.05 | 93.6 | 80.9 | 96.9 | |
2025.01 | 93.5 | 82.3 | 96.6 | |
2023.11 | 93.3 | 81.5 | 96.6 | |
2025.01 | 93.3 | 81.5 | 96.6 | |
2025.01 | 93 | 79.5 | 96.8 | |
2023.05 | 92.7 | 76.8 | 96.5 | |
2026.02 | 92.7 | 76.8 | 96.5 | |
2021.06 | 92.6 | 75.4 | 96.4 | |
2023.05 | 92.6 | 79.8 | 96.4 | |
2023.10 | 92.6 | 75.4 | 96.4 | |
2026.02 | 92.6 | 79.8 | 96.4 | |
2023.10 | 92.4 | 81.3 | 96.6 | |
2023.10 | 91.8 | 80.8 | - | |
2023.10 | 91.7 | 77.3 | 95.5 | |
2021.06 | 91.6 | 80.1 | 94.9 | |
2025.05 | 91.5 | 80.6 | 95 | |
2023.05 | 90.8 | 74.2 | 95.4 | |
2025.05 | 90.8 | 80.3 | 94.9 | |
2021.06 | 90.7 | 75.7 | 95 | |
2023.11 | 90.4 | 78 | 94.1 | |
2025.01 | 90.4 | 78 | 94.1 | |
2023.05 | 89.7 | 77.4 | 93.9 | |
2021.06 | 89.1 | 67.5 | 94.9 | |
| 88.4 | 92.6 | 74 | ||
2025.05 | 88.3 | 72.9 | 93.4 | |
2021.06 | 87.8 | 65.6 | 95.9 | |
2023.10 | 87 | 73.3 | 91.5 | |
2025.05 | 86.7 | - | - | |
2023.11 | 86.2 | 74 | 90.7 | |
2025.01 | 86.2 | 74 | 90.7 | |
2025.05 | 86.2 | 74 | 90.7 | |
2026.02 | 86.2 | 74 | 90.7 | |
2026.02 | 86.2 | 70.6 | 91.1 | |
2021.06 | 86.1 | - | - | |
2023.05 | 86.1 | 73 | 91.1 | |
2023.12 | 86.1 | 91.1 | 73 | |
2025.05 | 86.1 | 73 | 91.1 | |
2023.11 | 85.8 | 71.5 | 90.6 | |
2025.01 | 85.8 | 71.5 | 90.6 | |
2026.02 | 85.8 | 71.5 | 90.6 | |
2023.10 | 85.7 | 68.1 | 91.5 | |
2023.10 | 85.5 | 71.8 | 90.4 | |
2021.06 | 85.4 | 63.1 | 92.7 | |
2023.05 | 85.4 | 63.1 | 92.7 | |
2026.02 | 85.4 | 63.1 | 92.7 | |
2021.06 | 84.8 | 60.1 | 92.7 | |
2023.10 | 84.4 | 64.2 | 90.5 | |
2023.10 | 84 | 59 | 92 | |
| 83.9 | 90.2 | 66.2 | ||
2023.12 | 83.3 | 86.3 | 61 | |
2023.10 | 82.6 | 63.4 | 89.9 | |
2021.06 | 82.3 | 55.6 | 90.5 | |
2023.10 | 82.2 | 69 | 88.1 | |
2021.06 | 81.9 | 53.6 | 90.6 | |
2025.01 | 81.8 | 58.7 | 87.8 | |
2023.11 | 81.1 | 66 | 87.2 | |
2025.01 | 81.1 | 66 | 87.2 | |
2026.02 | 81.1 | 66 | 87.2 | |
2023.05 | 80.3 | 61 | 86.1 | |
2023.11 | 79.2 | 63 | 85.1 | |
2025.01 | 79.2 | 63 | 85.1 | |
2026.02 | 79.2 | 63 | 85.1 | |
2021.06 | 78.9 | 54.3 | 86 | |
2023.10 | 78.9 | 54.3 | 86 | |
2023.05 | 77.3 | 56.2 | 83.3 | |
2023.12 | 77.3 | 83.3 | 61.1 | |
2026.02 | 76.8 | 59.4 | 82.4 | |
2021.06 | 75.9 | 55.2 | 85.2 | |
2021.06 | 74.8 | 49 | 84 | |
2023.10 | 74.2 | 55.6 | 81.6 | |
2023.05 | 72.5 | 48.3 | 85.1 | |
2026.02 | 72.5 | 48.3 | 85.1 | |
2021.06 | 70.8 | 42.8 | 83.3 | |
2021.06 | 69.5 | 41 | 80.4 | |
2023.05 | 69.5 | 41 | 80.4 | |
2026.02 | 69.5 | 41 | 80.4 | |
2023.05 | 69.1 | 42.2 | 83.1 | |
2023.05 | 62.4 | 41.5 | 72.5 | |
2021.06 | 53.3 | 35.2 | 62.8 |