Indoor Semantic Segmentation on S3DIS v1 (6-fold)
82.3mIoUSonata
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SonataParams=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 82.3 | 89.9 | 93.3 | |
| PPT (sup.)Params=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 80.8 | 87.7 | 92.6 | |
| PTv3Params=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 77.7 | 85.3 | 91.5 | |
| MSCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 77.4 | 85.3 | 91.5 | |
| MSCParams=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 77.4 | 84.7 | 91.7 | |
| CSCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 75.5 | 84 | 90.9 | |
| PCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 74.7 | 83.3 | 90.6 | |
| SparseUNetParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 72.4 | 80.9 | 89.9 |