Instance Segmentation on ScanNet200 35 (val)
45.8mAP@0.25Concerto
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ConcertoLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 45.8 | 38.7 | 27.4 | |
| SonataLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 42.1 | 35.6 | 25.4 | |
| ConcertoLearn.=16.3M, Pct.=13%, Evaluation Protocol=dec.2025.10 | 41.8 | 34.4 | 24 | |
| SonataLearn.=16.3M, Pct.=13%, Evaluation Protocol=dec.2025.10 | 40.8 | 33.3 | 22.8 | |
| PPTLearn.=124.8M, Pct.=100%, Evaluation Protocol=sup.2025.10 | 40.8 | 34.1 | 24 | |
| MSCLearn.=124.8M, Pct.=100%, Evaluation Protocol=f.t.2025.10 | 40.5 | 33.8 | 23.4 | |
| PTv3Learn.=124.8M, Pct.=100%, Evaluation Protocol=N/A2025.10 | 40.1 | 33.2 | 23.1 | |
| ConcertoLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 38.2 | 27.7 | 14.9 | |
| SonataLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 30.9 | 21.3 | 10.9 | |
| MSCLearn.=<0.2M, Pct.=<0.2%, Evaluation Protocol=lin.2025.10 | 2.3 | 1 | 0.4 |