Semantic Scene Completion on SUNCG (test)
99.3Acc (Ceiling)SPAWN
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SPAWNpipeline type=straight-forward2021.11 | 99.3 | 96.1 | 84.4 | 75.1 | 59.2 | 81.5 | 78.1 | 67.3 | 80.1 | 76.3 | 70.4 | 78.9 | — | |
| CCPNetpipeline type=straight-forward2021.11 | 99.2 | 89.3 | 76.2 | 63.3 | 58.2 | 86.1 | 82.6 | 65.6 | 53.2 | 76.8 | 65.2 | 74.2 | — | |
| CCPNet2019.08 | 99.2 | 89.3 | 76.2 | 63.3 | 58.2 | 86.1 | 82.6 | 65.6 | 53.2 | 76.8 | 65.2 | 74.2 | — | |
| VVNetR-120input=d2019.08 | 98.4 | 87 | 61 | 54.8 | 49.3 | 83 | 75.5 | 55.1 | 43.5 | 68.8 | 57.7 | 66.7 | — | |
| VVNetEvaluation Protocol=full volume2019.09 | 98.4 | 87 | 61 | 54.8 | 49.3 | 83 | 75.5 | 55.1 | 43.5 | 68.8 | 57.7 | — | 66.7 | |
| VVNet2019.08 | 98.4 | 87 | 61 | 54.8 | 49.3 | 83 | 75.5 | 55.1 | 43.5 | 68.8 | 57.7 | 66.7 | — | |
| ForkNetEvaluation Protocol=observed surface2019.09 | 98.2 | 96.9 | 67.8 | 37.4 | 35.9 | 72.9 | 69.6 | 48.8 | 20.5 | 48.4 | 32.4 | — | 57.2 | |
| SaTNetEvaluation Protocol=full volume2019.09 | 97.9 | 82.5 | 57.7 | 58.5 | 45.1 | 78.4 | 72.3 | 47.3 | 45.7 | 67.1 | 55.2 | — | 64.3 | |
| SATNet2019.08 | 97.9 | 82.5 | 57.7 | 58.5 | 45.1 | 78.4 | 72.3 | 47.3 | 45.7 | 67.1 | 55.2 | 64.3 | — | |
| SSCNetEvaluation Protocol=observed surface2019.09 | 97.7 | 94.5 | 66.4 | 30 | 36.9 | 60.2 | 62.5 | 56.3 | 12.1 | 46.7 | 33 | — | 54.2 | |
| EdgeNet-Dinput=d2019.08 | 97.2 | 94.4 | 78.4 | 56.1 | 50.4 | 80.5 | 73.8 | 54.5 | 49.8 | 69.5 | 59.2 | 69.5 | — | |
| EdgeNet-EFinput=d+e2019.08 | 97.2 | 94.9 | 78.6 | 57.4 | 49.5 | 80.5 | 74.4 | 55.8 | 51.9 | 70.1 | 62.5 | 70.3 | — | |
| EdgeNet-MFinput=d+e2019.08 | 97.2 | 95.3 | 78.2 | 57.5 | 51.4 | 80.7 | 74.1 | 54.5 | 52.6 | 70.3 | 60.1 | 70.2 | — | |
| EdgeNetpipeline type=straight-forward2021.11 | 97.2 | 95.3 | 78.2 | 57.5 | 51.4 | 80.7 | 74.1 | 54.5 | 52.6 | 70.3 | 60.1 | 70.2 | — | |
| SSCNet*input=d2019.08 | 97 | 94.6 | 74.3 | 51.1 | 43.7 | 78.2 | 70.9 | 49.5 | 45.2 | 61 | 51.3 | 65.2 | — | |
| SSCNet-Einput=d+e2019.08 | 97 | 94.5 | 74.6 | 51.8 | 43.9 | 77 | 70.8 | 49.3 | 49.2 | 62.1 | 52 | 65.7 | — | |
| EdgeNet-LFinput=d+e2019.08 | 97 | 94.6 | 76.4 | 52 | 44.6 | 79.8 | 71.5 | 48.9 | 48.3 | 66.1 | 55.9 | 66.8 | — | |
| ESSCpipeline type=straight-forward2021.11 | 96.6 | 83.7 | 74.9 | 59 | 55.1 | 83.3 | 78 | 61.5 | 47.4 | 73.5 | 62.9 | 70.5 | — | |
| ESSCNet2019.08 | 96.6 | 83.7 | 74.9 | 59 | 55.1 | 83.3 | 78 | 61.5 | 47.4 | 73.5 | 62.9 | 70.5 | — | |
| SSCNetinput=d2019.08 | 96.3 | 84.9 | 56.8 | 28.2 | 21.3 | 56 | 52.7 | 33.7 | 10.9 | 44.3 | 25.4 | 46.4 | — | |
| SSCNetEvaluation Protocol=full volume2019.09 | 96.3 | 84.9 | 56.8 | 28.2 | 21.3 | 56 | 52.7 | 33.7 | 10.9 | 44.3 | 25.4 | — | 46.4 | |
| SSCNet2019.08 | 96.3 | 84.9 | 56.8 | 28.2 | 21.3 | 56 | 52.7 | 33.7 | 10.9 | 44.3 | 25.4 | 46.4 | — | |
| DCRFinput=d2019.08 | 95.4 | 84.3 | 57.7 | 24.5 | 28.2 | 63.4 | 55.3 | 34.5 | 19.6 | 45.8 | 28.7 | 48.8 | — | |
| DCRF2019.08 | 95.4 | 84.3 | 57.7 | 24.5 | 28.2 | 63.4 | 55.3 | 34.5 | 19.6 | 45.8 | 28.7 | 48.8 | — | |
| ForkNetEvaluation Protocol=full volume2019.09 | 95 | 85.9 | 73.2 | 54.5 | 46 | 81.3 | 74.2 | 42.8 | 31.9 | 63.1 | 49.3 | — | 63.4 | |
| ForkNetEvaluation Protocol=full volume, completion branch=removed2019.09 | 94.1 | 83.5 | 68.2 | 49.6 | 43.1 | 80.5 | 77.7 | 41.8 | 33.8 | 61.7 | 51.7 | — | 62.3 | |
| ForkNetEvaluation Protocol=full volume, scene consistency=removed2019.09 | 89.6 | 79.5 | 63.4 | 46.3 | 39 | 77.5 | 73.2 | 37.7 | 29.8 | 57.4 | 46.7 | — | 58.2 | |
| SISNet-DeepLabv3pipeline type=iterative2021.11 | 85.4 | 90.6 | 82.6 | 80.9 | 62.9 | 84.5 | 82.6 | 71.6 | 72.6 | 85.6 | 69.7 | 79 | — | |
| SISNet-BiSeNetpipeline type=iterative2021.11 | 85.2 | 90 | 83.7 | 80.8 | 60 | 83.5 | 80.8 | 68.6 | 77.3 | 86.7 | 70.1 | 78.8 | — | |
| 3D-RecGANEvaluation Protocol=full volume2019.09 | 79.9 | 75.2 | 48.2 | 28.9 | 20.2 | 64.4 | 54.6 | 25.7 | 17.4 | 33.7 | 24.4 | — | 43 | |
| SNetFuseinput=d+s2019.08 | 65.5 | 60.7 | 50.3 | 56.4 | 26.1 | 47.3 | 43.7 | 30.6 | 37.2 | 44.9 | 30 | 44.8 | — | |
| TNetFuseinput=d+s2019.08 | 60.6 | 57.3 | 53.2 | 52.7 | 27.4 | 46.8 | 53.3 | 28.6 | 41.1 | 44.1 | 29 | 44.9 | — | |
| Wang et al.Evaluation Protocol=full volume2019.09 | 41.4 | 37.7 | 45.8 | 26.5 | 26.4 | 21.8 | 25.4 | 23.7 | 20.1 | 16.2 | 5.7 | — | 26.4 |