Indoor Semantic Segmentation on S3DIS v1 (Area 5)
76mIoUSonata
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SonataParams=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 76 | 81.6 | 93 | |
| PPT (sup.)Params=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 74.3 | 80.1 | 92 | |
| PTv3Params=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 73.4 | 78.9 | 91.7 | |
| CSCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 70.7 | 76.4 | 90.8 | |
| MSCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 70.7 | 76.1 | 91 | |
| MSCParams=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 69.9 | 74.9 | 91.2 | |
| PCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 68.1 | 73.5 | 90 | |
| SparseUNetParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 66.3 | 72.5 | 89.8 |