Instance Segmentation on ScanNet++ 52 (val)
46.3mAP@0.25PTv3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PTv3Learn.=124.8M, Pct.=100%, Evaluation Protocol=N/A2025.10 | 46.3 | 39.6 | 25.4 | |
| ConcertoLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 44.3 | 38.3 | 26 | |
| SonataLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 43.3 | 36.5 | 24.6 | |
| ConcertoLearn.=16.3M, Pct.=13%, Evaluation Protocol=dec.2025.10 | 42.2 | 35.3 | 23.4 | |
| ConcertoLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 40.1 | 31.3 | 18.2 | |
| SonataLearn.=16.3M, Pct.=13%, Evaluation Protocol=dec.2025.10 | 39.4 | 33.5 | 22.7 | |
| SonataLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 34.6 | 26.5 | 14.8 | |
| MSCLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 4.8 | 2.6 | 1.3 |