Denoising on ShapeNet In-Context
2.2L1 CD Error
ACT
Updated 12d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2024.11 | 2.2 | 2.3 | 2.2 | 2.3 | 2.5 | 2.3 | - | |
2024.04 | 2.2 | 2.3 | 2.2 | 2.3 | 2.5 | 2.3 | - | |
2026.04 | 2.2 | 2.3 | 2.2 | 2.3 | 2.5 | 2.3 | - | |
2024.11 | 2.3 | 2.2 | 2.2 | 2.2 | 2.3 | 2.2 | - | |
2024.04 | 2.3 | 2.2 | 2.2 | 2.2 | 2.3 | 2.2 | - | |
2026.04 | 2.3 | 2.2 | 2.2 | 2.2 | 2.3 | 2.2 | - | |
2026.04 | 2.8 | 3.3 | 3.6 | 3.8 | 3.9 | 3.5 | - | |
2024.04 | 3.8 | 4.3 | 5.1 | 5.6 | 6.7 | 5.1 | - | |
2024.11 | 3.9 | 4.6 | 5.3 | 6 | 6.8 | 5.3 | - | |
2024.04 | 3.9 | 4.6 | 5.3 | 6 | 6.8 | 5.3 | - | |
2026.04 | 3.9 | 4.6 | 5.3 | 6 | 6.8 | 5.3 | - | |
2024.11 | 4.1 | 4 | 4.1 | 4 | 4.2 | 4.1 | - | |
2024.04 | 4.1 | 4 | 4.1 | 4 | 4.2 | 4.1 | - | |
2026.04 | 4.1 | 4 | 4.1 | 4 | 4.2 | 4.1 | - | |
2024.11 | 4.2 | 4.4 | 4.6 | 4.9 | 5.1 | 4.6 | - | |
2024.11 | 4.7 | 4.5 | 4.6 | 4.5 | 4.7 | 4.6 | - | |
2024.04 | 4.7 | 4.5 | 4.6 | 4.5 | 4.7 | 4.6 | - | |
2026.04 | 4.7 | 4.5 | 4.6 | 4.5 | 4.7 | 4.6 | - | |
2026.04 | 4.7 | 5.7 | 6.5 | 7.4 | 8.2 | 6.5 | - | |
2024.11 | 4.9 | 5.2 | 5.5 | 5.7 | 5.1 | 5.1 | - | |
2024.11 | 5.6 | 5.4 | 5.6 | 5.5 | 5.8 | 5.6 | - | |
2024.04 | 5.6 | 5.4 | 5.6 | 5.5 | 5.8 | 5.6 | - | |
2026.04 | 5.6 | 5.4 | 5.6 | 5.5 | 5.8 | 5.6 | - | |
2024.11 | 5.7 | 5.7 | 6.5 | 7.4 | 8.2 | 6.7 | - | |
2024.04 | 5.8 | 7.1 | 7.7 | 8.2 | 8.4 | 7.4 | - | |
2024.04 | 6.3 | 7.2 | 7.9 | 8.2 | 8.6 | 7.6 | - | |
2026.04 | 6.3 | 7.2 | 7.9 | 8.2 | 8.6 | 7.6 | - | |
2024.11 | 6.5 | 6.3 | 6.5 | 6.4 | 7.1 | 6.5 | - | |
2024.04 | 6.5 | 6.3 | 6.5 | 6.4 | 7.1 | 6.5 | - | |
2026.04 | 6.5 | 6.3 | 6.5 | 6.4 | 7.1 | 6.5 | - | |
2024.11 | 6.9 | 6.3 | 7.2 | 7.9 | 8.2 | 7.3 | - | |
2024.11 | 7.3 | 6.8 | 7 | 6.8 | 7.2 | 7 | - | |
2024.04 | 7.3 | 6.8 | 7 | 6.8 | 7.2 | 7 | - | |
2026.04 | 7.3 | 6.8 | 7 | 6.8 | 7.2 | 7 | - | |
2026.04 | 7.6 | 8.4 | 9.1 | 9.8 | 10.7 | 9.1 | - | |
2024.04 | 8.2 | 8.3 | 8.4 | 8.8 | 9.2 | 8.6 | - | |
2024.11 | 9.4 | 11.7 | 12.5 | 13.1 | 13.4 | 12 | - | |
2026.04 | 9.4 | 11.7 | 12.5 | 13.1 | 13.4 | 12 | - | |
2026.04 | 10.3 | 10.9 | 11.6 | 12.2 | 13.3 | 11.6 | - | |
2024.11 | 10.6 | 11.2 | 10.3 | 10.7 | 10.2 | 10.5 | - | |
2024.04 | 11.2 | 10.3 | 10.7 | 10.2 | 10.5 | 10.6 | - | |
2026.04 | 11.2 | 10.3 | 10.7 | 10.2 | 10.5 | 10.6 | - | |
2024.04 | 13.2 | 13.8 | 13.5 | 14.8 | 12.8 | 13.6 | - | |
2024.04 | 14.5 | 12.2 | 12.4 | 12 | 11.8 | 12.6 | - | |
2024.04 | 14.5 | 14.2 | 15.9 | 14.7 | 14.5 | 14.8 | - | |
2024.11 | 17.8 | 22 | 25.6 | 30.4 | 33.2 | 25.8 | - | |
2024.04 | 17.8 | 22 | 25.6 | 30.4 | 33.2 | 25.8 | - | |
2026.04 | 17.8 | 22 | 25.6 | 30.4 | 33.2 | 25.8 | - | |
2024.11 | 20.4 | 24.5 | 27.2 | 29.2 | 32.5 | 26.9 | - | |
2024.04 | 20.4 | 24.5 | 27.2 | 29.2 | 32.5 | 26.9 | - | |
2026.04 | 20.4 | 24.5 | 27.2 | 29.2 | 32.5 | 26.9 | - | |
2024.11 | 20.6 | 20.4 | 20.1 | 18.3 | 18.8 | 19.6 | - | |
2024.04 | 20.6 | 20.4 | 20.1 | 18.3 | 18.8 | 19.6 | - | |
2026.04 | 20.6 | 20.4 | 20.1 | 18.3 | 18.8 | 19.6 | - | |
2024.04 | 22.9 | 23.2 | 26.3 | 28.3 | 30 | 26.1 | - | |
2024.11 | 149 | 155 | 157 | 155 | 155 | 154 | - | |
2024.04 | 149 | 155 | 157 | 155 | 155 | 154 | - | |
2024.11 | 292 | 293 | 298 | 296 | 299 | 296 | - | |
2024.04 | 292 | 293 | 298 | 296 | 299 | 296 | - | |
2026.04 | - | - | - | - | - | - | 52.89 | |
2026.04 | - | - | - | - | - | - | 65.27 | |
2026.04 | - | - | - | - | - | - | 47.32 |