3D Semantic Scene Completion: a Survey

Benchmark Model Rank Results
3d-semantic-scene-completion-on-nyuv23D semantic scene completion from a single depth image using adversarial training–mIoU: 22.7
3d-semantic-scene-completion-on-nyuv2Am2fnet: Attention-based multiscale & multi-modality fused network–mIoU: 31.7
3d-semantic-scene-completion-on-nyuv2EdgeNet (SUNCG pretraining)–mIoU: 33.7
3d-semantic-scene-completion-on-nyuv2Real-time semantic scene completion via feature aggregation and conditioned prediction–mIoU: 34.4
3d-semantic-scene-completion-on-nyuv2VD-CRF: Semantic scene completion with dense CRF from a single depth image. (SUNCG pretraining)–mIoU: 31.8