Indoor Semantic Segmentation on ScanNet v1 (val)
79.4mIoUSonata
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SonataParams=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 79.4 | 86.1 | 92.5 | |
| PPT (sup.)Params=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 78.6 | 85.9 | 92.3 | |
| MSCParams=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 78.2 | 85.3 | 92.2 | |
| PTv3Params=124.8M, Learn.=124.8M, Pct.=100%2025.03 | 77.6 | 85 | 92 | |
| MSCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 75.7 | 83.4 | 91.3 | |
| CSCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 72.8 | 81 | 90.7 | |
| SparseUNetParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 72.3 | 80.2 | 90 | |
| PCParams=39.2M, Learn.=39.2M, Pct.=100%2025.03 | 72.3 | 80.9 | 90.1 |