Point Cloud Completion on PCN (test)
85WatercraftCRA-PCN
Evaluation results
| Method | Links | |||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CRA-PCN2024.04 | 85 | 79.5 | — | 68.2 | 72.1 | 74.5 | 85.6 | — | 86.1 | — | — | — | — | — | — | — | — | — | — | 96.1 | — | — | — | — | 68.3 | |
| AnchorFormer2024.04 | 84.9 | 79 | — | 67.6 | 71.7 | 74.3 | 84.9 | — | 85.4 | — | — | — | — | — | — | — | — | — | — | 95.2 | — | — | — | — | 67.8 | |
| MMDR2024.04 | 84.1 | 78.4 | — | 66.1 | 69.7 | 74 | 85.1 | — | 85.4 | — | — | — | — | — | — | — | — | — | — | 94.9 | — | — | — | — | 67.7 | |
| 3DMambaComplete2024.04 | 84.1 | 80.5 | — | 69.4 | 75.9 | 77.8 | 86.7 | — | 85.9 | — | — | — | — | — | — | — | — | — | — | 95.1 | — | — | — | — | 68.9 | |
| Snowflake2024.04 | 78.7 | 74.3 | — | 64.8 | 69.7 | 70.5 | 79 | — | 82 | — | — | — | — | — | — | — | — | — | — | 89.7 | — | — | — | — | 60.4 | |
| ECG2024.04 | 75.9 | 68.4 | — | 60.5 | 67.5 | 63.5 | 69.8 | — | 73 | — | — | — | — | — | — | — | — | — | — | 87 | — | — | — | — | 50.2 | |
| ProxyFormer2024.04 | 65.5 | 61.5 | — | 56.6 | 65 | 52.2 | 54.4 | — | 66.9 | — | — | — | — | — | — | — | — | — | — | 84.7 | — | — | — | — | 46.7 | |
| ASFM2024.04 | 64.7 | 91.8 | — | 1.158 | 59.7 | 1.03 | 1.187 | — | 1.212 | — | — | — | — | — | — | — | — | — | — | 33.4 | — | — | — | — | 1.18 | |
| PCN2024.04 | 64.4 | 58.9 | — | 50.8 | 64.9 | 50.6 | 52.2 | — | 62.1 | — | — | — | — | — | — | — | — | — | — | 83.1 | — | — | — | — | 43.3 | |
| CRN2024.04 | 60.7 | 54.9 | — | 43.9 | 48.6 | 50.5 | 53.3 | — | 60.6 | — | — | — | — | — | — | — | — | — | — | 80.4 | — | — | — | — | 40.9 | |
| GRNet2024.04 | 60.3 | 54.1 | — | 44.7 | 50.7 | 48.3 | 60.9 | — | 55.6 | — | — | — | — | — | — | — | — | — | — | 71.1 | — | — | — | — | 41.5 | |
| PoinTr2024.04 | 57 | 52.7 | — | 43.5 | 54.9 | 44.7 | 52.8 | — | 60.2 | — | — | — | — | — | — | — | — | — | — | 70.4 | — | — | — | — | 38.4 | |
| ASFM2024.04 | 55.6 | 45.9 | — | 33 | 40.9 | 39.9 | 49.6 | — | 41.1 | — | — | — | — | — | — | — | — | — | — | 73.8 | — | — | — | — | 33.1 | |
| GRNet2024.04 | 52.5 | 66.2 | — | 0.786 | 46.2 | 0.808 | 0.689 | — | 0.672 | — | — | — | — | — | — | — | — | — | — | 40.5 | — | — | — | — | 0.95 | |
| FoldingNet2024.04 | 51.4 | 57 | — | 0.665 | 35.5 | 0.719 | 0.733 | — | 0.624 | — | — | — | — | — | — | — | — | — | — | 26.4 | — | — | — | — | 0.687 | |
| TopNet2024.04 | 50.4 | 59.9 | — | 0.712 | 40.4 | 0.856 | 0.71 | — | 0.595 | — | — | — | — | — | — | — | — | — | — | 24 | — | — | — | — | 0.771 | |
| CRN2024.04 | 48 | 62.8 | — | 0.704 | 52.6 | 0.653 | 0.842 | — | 0.57 | — | — | — | — | — | — | — | — | — | — | 35.1 | — | — | — | — | 0.896 | |
| TopNet2024.04 | 46.1 | 44.3 | — | 32.1 | 49.6 | 34.2 | 34.5 | — | 50.4 | — | — | — | — | — | — | — | — | — | — | 76 | — | — | — | — | 31.3 | |
| FoldingNet2024.04 | 44.9 | 41.8 | — | 31 | 48.8 | 30.7 | 33.2 | — | 45.7 | — | — | — | — | — | — | — | — | — | — | 72.3 | — | — | — | — | 28 | |
| PCN2024.04 | 43.3 | 54.2 | — | 0.633 | 31.3 | 0.638 | 0.75 | — | 0.573 | — | — | — | — | — | — | — | — | — | — | 21.3 | — | — | — | — | 0.784 | |
| ProxyFormer2024.04 | 42.7 | 56.5 | — | 0.562 | 30.7 | 0.661 | 0.857 | — | 0.651 | — | — | — | — | — | — | — | — | — | — | 19 | — | — | — | — | 0.864 | |
| PoinTr2024.04 | 41.5 | 56.4 | — | 0.682 | 41.5 | 0.704 | 0.616 | — | 0.526 | — | — | — | — | — | — | — | — | — | — | 34.2 | — | — | — | — | 0.815 | |
| ECG2024.04 | 29.9 | 40.8 | — | 0.502 | 25.3 | 0.459 | 0.57 | — | 0.38 | — | — | — | — | — | — | — | — | — | — | 16.9 | — | — | — | — | 0.632 | |
| MMDR2024.04 | 20.7 | 24.2 | — | 0.367 | 22.1 | 0.255 | 0.193 | — | 0.256 | — | — | — | — | — | — | — | — | — | — | 7.6 | — | — | — | — | 0.358 | |
| CRA-PCN2024.04 | 19.9 | 22.3 | — | 0.328 | 20.4 | 0.259 | 0.21 | — | 0.208 | — | — | — | — | — | — | — | — | — | — | 6.3 | — | — | — | — | 0.31 | |
| Snowflake2024.04 | 19.6 | 31.1 | — | 0.439 | 24.6 | 0.343 | 0.343 | — | 0.294 | — | — | — | — | — | — | — | — | — | — | 13.1 | — | — | — | — | 0.493 | |
| 3DMambaComplete2024.04 | 15.3 | 21.6 | — | 0.325 | 20.3 | 0.254 | 0.182 | — | 0.188 | — | — | — | — | — | — | — | — | — | — | 6.7 | — | — | — | — | 0.357 | |
| FoldingNet2022.02 | 14.99 | 14.31 | 9.49 | 15.8 | 12.61 | 15.55 | 16.41 | 15.97 | 13.65 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FoldingNet2023.01 | 14.99 | — | — | 15.8 | 12.61 | 15.55 | 16.41 | 15.97 | 13.65 | — | 14.31 | — | — | — | — | — | — | — | — | 9.49 | 32.2 | — | — | — | — | |
| FoldingNetPoint resolution=163842023.02 | 14.99 | — | — | — | — | — | — | — | — | — | 14.31 | — | 15.8 | 12.61 | 15.55 | 16.41 | 15.97 | 13.65 | — | 9.49 | — | — | — | — | — | |
| FoldingNet2025.12 | 14.99 | — | — | — | — | — | — | — | — | — | 14.31 | 9.49 | 15.8 | 12.61 | 15.55 | 16.41 | 15.97 | 13.65 | — | — | — | — | — | — | — | |
| FoldingNetMetric=CD-l1 (x1000)2021.08 | 14.99 | 14.31 | — | 15.8 | 12.61 | 15.55 | 16.41 | 15.97 | 13.65 | — | — | — | — | — | — | — | — | — | — | 9.49 | — | — | — | — | — | |
| AnchorFormer2024.04 | 13.5 | 22.4 | — | 0.348 | 22.3 | 0.286 | 0.213 | — | 0.211 | — | — | — | — | — | — | — | — | — | — | 6.4 | — | — | — | — | 0.315 | |
| TopNet2022.02 | 11.12 | 12.15 | 7.61 | 13.31 | 10.9 | 13.82 | 14.44 | 14.78 | 11.22 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TopNet2023.01 | 11.12 | — | — | 13.31 | 10.9 | 13.82 | 14.44 | 14.78 | 11.22 | — | 12.15 | — | — | — | — | — | — | — | — | 7.61 | 50.3 | — | — | — | — | |
| TopNetPoint resolution=163842023.02 | 11.12 | — | — | — | — | — | — | — | — | — | 12.15 | — | 13.31 | 10.9 | 13.82 | 14.44 | 14.78 | 11.22 | — | 7.61 | — | — | — | — | — | |
| TopNet2025.12 | 11.12 | — | — | — | — | — | — | — | — | — | 12.15 | 7.61 | 13.31 | 10.9 | 13.82 | 14.44 | 14.78 | 11.22 | — | — | — | — | — | — | — | |
| TopNetMetric=CD-l1 (x1000)2021.08 | 11.12 | 12.15 | — | 13.31 | 10.9 | 13.82 | 14.44 | 14.78 | 11.22 | — | — | — | — | — | — | — | — | — | — | 7.61 | — | — | — | — | — | |
| AtlasNet2022.02 | 10.61 | 10.85 | 6.37 | 11.94 | 10.1 | 12.06 | 12.37 | 12.99 | 10.33 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AtlasNet2023.01 | 10.61 | — | — | 11.94 | 10.1 | 12.06 | 12.37 | 12.99 | 10.33 | — | 10.85 | — | — | — | — | — | — | — | — | 6.37 | 61.6 | — | — | — | — | |
| AtlasNetPoint resolution=163842023.02 | 10.61 | — | — | — | — | — | — | — | — | — | 10.85 | — | 11.94 | 10.1 | 12.06 | 12.37 | 12.99 | 10.33 | — | 6.37 | — | — | — | — | — | |
| AtlasNet2025.12 | 10.61 | — | — | — | — | — | — | — | — | — | 10.85 | 6.37 | 11.94 | 10.1 | 12.06 | 12.37 | 12.99 | 10.33 | — | — | — | — | — | — | — | |
| AtlasNetMetric=CD-l1 (x1000)2021.08 | 10.61 | 10.85 | — | 11.94 | 10.1 | 12.06 | 12.37 | 12.99 | 10.33 | — | — | — | — | — | — | — | — | — | — | 6.37 | — | — | — | — | — | |
| MSN2023.01 | 9.9 | — | — | 11.9 | 10.3 | 10.2 | 10.7 | 11.6 | 9.6 | — | 10 | — | — | — | — | — | — | — | — | 5.6 | 70.5 | — | — | — | — | |
| MSNMetric=CD-l1 (x1000)2021.08 | 9.9 | 10 | — | 11.9 | 10.3 | 10.2 | 10.7 | 11.6 | 9.6 | — | — | — | — | — | — | — | — | — | — | 5.6 | — | — | — | — | — | |
| PCN2022.02 | 8.59 | 9.64 | 5.5 | 22.7 | 10.63 | 8.7 | 11 | 11.34 | 11.68 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PCN2023.01 | 8.59 | — | — | 22.7 | 10.63 | 8.7 | 11 | 11.34 | 11.68 | — | 9.64 | — | — | — | — | — | — | — | — | 5.5 | 69.5 | — | — | — | — | |
| PCNPoint resolution=163842023.02 | 8.59 | — | — | — | — | — | — | — | — | — | 9.64 | — | 22.7 | 10.63 | 8.7 | 11 | 11.34 | 11.68 | — | 5.5 | — | — | — | — | — | |
| PCN2025.12 | 8.59 | — | — | — | — | — | — | — | — | — | 9.64 | 5.5 | 22.7 | 10.63 | 8.7 | 11 | 11.34 | 11.68 | — | — | — | — | — | — | — | |
| PCNMetric=CD-l1 (x1000)2021.08 | 8.59 | 9.64 | — | 22.7 | 10.63 | 8.7 | 11 | 11.34 | 11.68 | — | — | — | — | — | — | — | — | — | — | 5.5 | — | — | — | — | — | |
| CRN2022.02 | 8.05 | 8.51 | 4.79 | 9.97 | 8.31 | 9.49 | 8.94 | 10.69 | 7.81 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CRN2023.01 | 8.05 | — | — | 9.97 | 8.31 | 9.49 | 8.94 | 10.69 | 7.81 | — | 8.51 | — | — | — | — | — | — | — | — | 4.79 | — | — | — | — | — | |
| CRNPoint resolution=163842023.02 | 8.05 | — | — | — | — | — | — | — | — | — | 8.51 | — | 9.97 | 8.31 | 9.49 | 8.94 | 10.69 | 7.81 | — | 4.79 | — | — | — | — | — | |
| CRNMetric=CD-l1 (x1000)2021.08 | 8.05 | 8.51 | — | 9.97 | 8.31 | 9.49 | 8.94 | 10.69 | 7.81 | — | — | — | — | — | — | — | — | — | — | 4.79 | — | — | — | — | — | |
| GRNet2022.02 | 8.04 | 8.83 | 6.45 | 10.37 | 9.45 | 9.41 | 7.96 | 10.5 | 8.44 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GRNet2023.01 | 8.04 | — | — | 10.37 | 9.45 | 9.41 | 7.96 | 10.51 | 8.44 | — | 8.83 | — | — | — | — | — | — | — | — | 6.45 | 70.8 | — | — | — | — | |
| GRNetPoint resolution=163842023.02 | 8.04 | — | — | — | — | — | — | — | — | — | 8.83 | — | 10.37 | 9.45 | 9.41 | 7.96 | 10.51 | 8.44 | — | 6.45 | — | — | — | — | — | |
| GR-Net2025.12 | 8.04 | — | — | — | — | — | — | — | — | — | 8.83 | 6.45 | 10.37 | 9.45 | 9.41 | 7.96 | 10.51 | 8.44 | — | — | — | — | — | — | — | |
| GRNetMetric=CD-l1 (x1000)2021.08 | 8.04 | 8.83 | — | 10.37 | 9.45 | 9.41 | 7.96 | 10.51 | 8.44 | — | — | — | — | — | — | — | — | — | — | 6.45 | — | — | — | — | — | |
| NSFA2022.02 | 7.48 | 8.06 | 4.76 | 10.18 | 8.63 | 8.53 | 7.03 | 10.53 | 7.35 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NSFA2023.01 | 7.48 | — | — | 10.18 | 8.63 | 8.53 | 7.03 | 10.53 | 7.35 | — | 8.06 | — | — | — | — | — | — | — | — | 4.76 | — | — | — | — | — | |
| NSFAPoint resolution=163842023.02 | 7.48 | — | — | — | — | — | — | — | — | — | 8.06 | — | 10.18 | 8.63 | 8.53 | 7.03 | 10.53 | 7.35 | — | 4.76 | — | — | — | — | — | |
| PoinTr2023.01 | 7.29 | — | — | 10.47 | 8.68 | 9.39 | 7.75 | 10.93 | 7.78 | — | 8.38 | — | — | — | — | — | — | — | — | 4.75 | 74.5 | — | — | — | — | |
| PoinTrPoint resolution=163842023.02 | 7.29 | — | — | — | — | — | — | — | — | — | 8.38 | — | 10.47 | 8.68 | 9.39 | 7.75 | 10.93 | 7.78 | — | 4.75 | — | — | — | — | — | |
| PoinTrMetric=CD-l1 (x1000)2021.08 | 7.29 | 8.38 | — | 10.47 | 8.68 | 9.39 | 7.75 | 10.93 | 7.78 | — | — | — | — | — | — | — | — | — | — | 4.75 | — | — | — | — | — | |
| PMP-Net2023.01 | 7.25 | — | — | 11.24 | 9.64 | 9.51 | 6.95 | 10.83 | 8.72 | — | 8.73 | — | — | — | — | — | — | — | — | 5.65 | — | — | — | — | — | |
| PMP-NetPoint resolution=163842023.02 | 7.25 | — | — | — | — | — | — | — | — | — | 8.73 | — | 11.24 | 9.64 | 9.51 | 6.95 | 10.83 | 8.72 | — | 5.65 | — | — | — | — | — | |
| PMP-NetMetric=CD-l1 (x1000)2021.08 | 7.25 | 8.73 | — | 11.24 | 9.64 | 9.51 | 6.95 | 10.83 | 8.72 | — | — | — | — | — | — | — | — | — | — | 5.65 | — | — | — | — | — | |
| PMP-Net2022.02 | 7.19 | 8.66 | 5.5 | 11.1 | 9.62 | 9.47 | 6.89 | 10.74 | 8.77 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PMP-Net++PMD=false2022.02 | 6.61 | 7.74 | 4.69 | 10.15 | 8.78 | 8.3 | 6.08 | 10.28 | 7.23 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PMP-Net++PMD=true2022.02 | 6.52 | 7.56 | 4.39 | 9.96 | 8.53 | 8.09 | 6.06 | 9.82 | 7.17 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PMP-Net++Point resolution=163842023.02 | 6.52 | — | — | — | — | — | — | — | — | — | 7.56 | — | 9.96 | 8.53 | 8.09 | 6.06 | 9.82 | 7.17 | — | 4.39 | — | — | — | — | — | |
| SnowFlake2023.01 | 6.4 | — | — | 9.16 | 8.08 | 7.89 | 6.07 | 9.23 | 6.55 | — | 7.21 | — | — | — | — | — | — | — | — | 4.29 | — | — | — | — | — | |
| SnowflakeNetPoint resolution=163842023.02 | 6.4 | — | — | — | — | — | — | — | — | — | 7.21 | — | 9.16 | 8.08 | 7.89 | 6.07 | 9.23 | 6.55 | — | 4.29 | — | — | — | — | — | |
| SnowFlake2025.12 | 6.37 | — | — | — | — | — | — | — | — | — | 7.19 | 4.24 | 9.27 | 8.2 | 7.75 | 5.96 | 9.25 | 6.45 | — | — | — | — | — | — | — | |
| PointAttN2025.12 | 6.09 | — | — | — | — | — | — | — | — | — | 6.86 | 3.87 | 9 | 7.63 | 7.43 | 5.9 | 8.68 | 6.32 | — | — | — | — | — | — | — | |
| LAKeNet2023.01 | 5.98 | — | — | 9.78 | 8.56 | 7.45 | 5.88 | 9.39 | 6.43 | — | 7.23 | — | — | — | — | — | — | — | — | 4.17 | — | — | — | — | — | |
| ProxyFormerPoint resolution=163842023.02 | 5.98 | — | — | — | — | — | — | — | — | — | 6.77 | — | 9.01 | 7.88 | 7.11 | 5.35 | 8.77 | 6.03 | — | 4.01 | — | — | — | — | — | |
| SeedFormer2023.01 | 5.85 | — | — | 9.05 | 8.06 | 7.06 | 5.21 | 8.85 | 6.05 | — | 6.74 | — | — | — | — | — | — | — | — | 3.85 | — | — | — | — | — | |
| SeedFormerPoint resolution=163842023.02 | 5.85 | — | — | — | — | — | — | — | — | — | 6.74 | — | 9.05 | 8.06 | 7.06 | 5.21 | 8.85 | 6.05 | — | 3.85 | — | — | — | — | — | |
| SeedFormer2025.12 | 5.85 | — | — | — | — | — | — | — | — | — | 6.74 | 3.85 | 9.05 | 8.06 | 7.06 | 5.21 | 8.85 | 6.05 | — | — | — | — | — | — | — | |
| AdaPoinTr2023.01 | 5.76 | — | — | 8.82 | 7.47 | 6.85 | 5.47 | 8.35 | 5.8 | — | 6.53 | — | — | — | — | — | — | — | — | 3.68 | 84.5 | — | — | — | — | |
| AdaPoinTr2025.12 | 5.76 | — | — | — | — | — | — | — | — | — | 6.53 | 3.68 | 8.82 | 7.47 | 6.85 | 5.47 | 8.35 | 5.8 | — | — | — | — | — | — | — | |
| PointCFormer2025.12 | 5.74 | — | — | — | — | — | — | — | — | — | 6.41 | 3.53 | 8.73 | 7.32 | 6.68 | 5.12 | 8.34 | 5.86 | — | — | — | — | — | — | — | |
| ODGNet2025.12 | 5.66 | — | — | — | — | — | — | — | — | — | 6.5 | 3.77 | 8.77 | 7.56 | 6.84 | 5.09 | 8.47 | 5.84 | — | — | — | — | — | — | — | |
| CRA-PCN2025.12 | 5.64 | — | — | — | — | — | — | — | — | — | 6.39 | 3.59 | 8.7 | 7.5 | 6.7 | 5.06 | 8.24 | 5.72 | — | — | — | — | — | — | — | |
| PointSea2025.12 | 5.62 | — | — | — | — | — | — | — | — | — | 6.35 | 3.61 | 8.54 | 7.33 | 6.58 | 5.21 | 8.24 | 5.75 | — | — | — | — | — | — | — | |
| Ours2025.12 | 5.43 | — | — | — | — | — | — | — | — | — | 6.32 | 3.58 | 8.59 | 7.45 | 6.56 | 4.92 | 8.27 | 5.76 | — | — | — | — | — | — | — | |
| AdaPoinTr2026.03 | — | — | — | — | — | — | — | — | — | — | 6.53 | — | — | — | — | — | — | — | — | — | 84.5 | 53.6 | 24.12 | — | — | |
| AnchorFormerFLOPs (G)=14.54, #Params (M)=30.46, Time (ms)=23.712025.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 6.59 | — | |
| AtlasNet2022.07 | — | 10.85 | 6.37 | 11.94 | 10.1 | 12.06 | 12.37 | 12.99 | 10.33 | 10.61 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AtlasNet2022.02 | — | — | — | — | — | — | — | — | — | — | 10.85 | 6.37 | 11.94 | 10.1 | 12.06 | 12.37 | 12.99 | 10.33 | 10.61 | — | — | — | — | — | — | |
| AtlasNet2026.03 | — | — | — | — | — | — | — | — | — | — | 10.85 | — | — | — | — | — | — | — | — | — | 61.6 | — | — | — | — | |
| CDN2022.02 | — | — | — | — | — | — | — | — | — | — | 8.51 | 4.79 | 9.97 | 8.31 | 9.49 | 8.94 | 10.69 | 7.81 | 8.05 | — | — | — | — | — | — | |
| CRN2022.07 | — | 8.51 | 4.79 | 9.97 | 8.31 | 9.49 | 8.94 | 10.69 | 7.81 | 8.05 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CRN2026.03 | — | — | — | — | — | — | — | — | — | — | 8.51 | — | — | — | — | — | — | — | — | — | 65.2 | — | — | — | — | |
| Folding2022.02 | — | — | — | — | — | — | — | — | — | — | 14.31 | 9.49 | 15.8 | 12.61 | 15.55 | 16.41 | 15.97 | 13.65 | 14.99 | — | — | — | — | — | — | |
| FoldingNet2022.07 | — | 14.31 | 9.49 | 15.8 | 12.61 | 15.55 | 16.41 | 15.97 | 13.65 | 14.99 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FoldingNet2026.03 | — | — | — | — | — | — | — | — | — | — | 14.31 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GRNet2022.07 | — | 8.83 | 6.45 | 10.37 | 9.45 | 9.41 | 7.96 | 10.51 | 8.44 | 8.04 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |