Single-View Articulated Object Generation on ACD
134.89RS dgIoUArtFormer
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ArtFormer2026.02 | 134.89 | 138.76 | 0.3456 | 0.4414 | 0.0396 | 0.0825 | 1.47 | 76.9 | |
| Arti-Anything2026.02 | 126.77 | 126.93 | 0.5632 | 0.5781 | 0.2583 | 0.2803 | 12.36 | 86.48 | |
| PhysXAnything2026.02 | 116.73 | 117.09 | 0.2965 | 0.395 | 0.0162 | 0.0481 | 0.99 | 84.56 | |
| SINGAPO2026.02 | 72.72 | 73.06 | 0.1585 | 0.1944 | 0.009 | 0.0256 | 1.15 | 83.76 | |
| PhysX3D2026.02 | 64.49 | 64.64 | 0.2591 | 0.3396 | 0.0209 | 0.0677 | 9.6 | 81.32 | |
| PActMask source=SAM+VLM Mask2026.02 | 53.16 | 54.12 | 0.1249 | 0.1656 | 0.0065 | 0.0218 | 2.48 | 89.01 | |
| PActMask source=GT Mask2026.02 | 41.82 | 42.89 | 0.083 | 0.1142 | 0.006 | 0.0194 | 1.07 | 88.62 |