Instance Segmentation on S3DIS 1 (Area 5)
67.5mAP@25%Concerto
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ConcertoLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 67.5 | 61 | 46.4 | |
| ConcertoLearn.=16.3M, Pct.=13%, Evaluation Protocol=dec.2025.10 | 66.8 | 58.1 | 45.1 | |
| SonataLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 63.8 | 57.4 | 45.5 | |
| SonataLearn.=16.3M, Pct.=13%, Evaluation Protocol=dec.2025.10 | 63.7 | 57.1 | 45.1 | |
| PPTLearn.=124.8M, Pct.=100%, Evaluation Protocol=sup.2025.10 | 57.5 | 51.2 | 39.7 | |
| MSCLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 56.3 | 50.5 | 38.1 | |
| PTv3Learn.=124.8M, Pct.=100%, Evaluation Protocol=N/A2025.10 | 55.7 | 49.4 | 37.8 | |
| ConcertoLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 52.5 | 40.8 | 25.7 | |
| SonataLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 45.8 | 36.6 | 26.1 | |
| MSCLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 19 | 13 | 9.7 |