2D Semantic Segmentation on ScanNet v2 (test)
74.5mIoUVirtual Multi-view Fusion
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Virtual Multi-view Fusion2020.07 | 74.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| BPNetinput_type=joint 2D-3D-input2021.03 | 67 | 82.2 | 79.5 | 83.6 | 65.9 | 48.1 | 45.1 | 76.9 | 65.6 | 56.7 | 93.1 | 39.5 | 39 | 70 | 53.4 | 68.9 | 77 | 57.4 | 86.5 | 83.1 | 67.5 | |
| RFBNetinput_type=joint 2D-3D-input2021.03 | 59.2 | 61.6 | 75.8 | 65.9 | 58.1 | 33 | 46.9 | 65.5 | 54.3 | 52.4 | 92.4 | 35.5 | 33.6 | 57.2 | 47.9 | 67.1 | 64.8 | 48 | 81.4 | 81.4 | 61.4 | |
| SSMA2020.07 | 57.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SSMAinput_type=joint 2D-3D-input2021.03 | 57.7 | 69.5 | 71.6 | 43.9 | 56.3 | 31.4 | 44.4 | 71.9 | 55.1 | 50.3 | 88.7 | 34.6 | 34.8 | 60.3 | 35.3 | 70.9 | 60 | 45.7 | 90.1 | 78.6 | 59.9 | |
| FuseNetinput_type=joint 2D-3D-input2021.03 | 53.5 | 57 | 68.1 | 18.2 | 51.2 | 29 | 43.1 | 65.9 | 50.4 | 49.5 | 90.3 | 30.8 | 42.8 | 52.3 | 36.5 | 67.6 | 62.1 | 47 | 76.2 | 77.9 | 54.1 | |
| 3DMV2020.07 | 49.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| 3DMVinput_type=3D prediction projection2021.03 | 49.8 | 48.1 | 61.2 | 57.9 | 45.6 | 34.3 | 38.4 | 62.3 | 52.5 | 38.1 | 84.5 | 25.4 | 26.4 | 55.7 | 18.2 | 58.1 | 59.8 | 42.9 | 76 | 66.1 | 44.6 | |
| UNet34input_type=2D-only2021.03 | 48.9 | 55.3 | 62.6 | 26.6 | 50.3 | 23.5 | 37.9 | 52.4 | 49.8 | 41.6 | 84.5 | 28.6 | 32.1 | 54 | 12.8 | 60.8 | 55.3 | 38.5 | 81.6 | 73.6 | 56.6 | |
| PSPNetinput_type=2D-only2021.03 | 47.5 | 49 | 58.1 | 28.9 | 50.7 | 6.7 | 37.9 | 61 | 41.7 | 43.5 | 82.2 | 27.8 | 26.7 | 50.3 | 22.8 | 61.6 | 53.3 | 37.5 | 82 | 72.9 | 56 |