Part Segmentation on Two-part objects
88.01FridgeArticulation in Motion (Ours)
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Articulation in Motion (Ours)Part Category=Static Part2026.03 | 88.01 | 97.72 | 92.42 | 92.93 | 96.98 | 84.33 | 91.41 | |
| ArtGSPart Category=Static Part2026.03 | 87.69 | 94.55 | 84.7 | 88.62 | 94.51 | 90.91 | 88.68 | |
| DTAPart Category=Static Part2026.03 | 86.27 | 91.11 | 66.01 | 86.3 | 88.49 | 83.22 | 88.87 | |
| PARISPart Category=Static Part2026.03 | 85.23 | 92.19 | 83.13 | — | 98.53 | 87.84 | 86.73 | |
| Articulation in Motion (Ours-b)Part Category=Static Part2026.03 | 83.7 | 94.46 | 81.27 | 55.15 | — | 83.59 | 88.57 | |
| Articulation in Motion (Ours)Part Category=Mean2026.03 | 81.6 | 93.66 | 92.31 | 92.44 | 82.75 | 64.12 | 80.21 | |
| Articulation in Motion (Ours)Part Category=Dynamic Part2026.03 | 75.19 | 89.61 | 92.21 | 91.95 | 68.52 | 43.92 | 69.01 | |
| ArtGSPart Category=Mean2026.03 | 73.24 | 80.12 | 79.87 | 87.73 | 65.06 | 59.93 | 76.99 | |
| PARISPart Category=Mean2026.03 | 70.6 | 68.8 | 75.47 | — | 65.64 | 61.13 | 64.81 | |
| Articulation in Motion (Ours-b)Part Category=Mean2026.03 | 70.4 | 83.48 | 79.51 | 55.26 | — | 62.68 | 62.06 | |
| DTAPart Category=Mean2026.03 | 69.16 | 66.17 | 59.79 | 83.05 | 47.23 | 55.57 | 63.94 | |
| ArtGSPart Category=Dynamic Part2026.03 | 58.78 | 65.68 | 75.04 | 86.85 | 35.62 | 28.95 | 65.3 | |
| Articulation in Motion (Ours-b)Part Category=Dynamic Part2026.03 | 57.09 | 72.5 | 77.74 | 55.36 | — | 41.76 | 35.54 | |
| PARISPart Category=Dynamic Part2026.03 | 55.97 | 45.42 | 67.81 | — | 32.75 | 34.42 | 42.88 | |
| DTAPart Category=Dynamic Part2026.03 | 52.06 | 41.23 | 53.58 | 79.81 | 5.97 | 27.92 | 39.01 |