Interactive tree instance segmentation on FOR-instance v2 (test)
78.2IoU @ 1 clickSelectAnyTree
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SelectAnyTreeCHM Treetop Prompt=Included2026.06 | 78.2 | 80.6 | 81.2 | 2.8 | 3.7 | 5.4 | — | — | — | — | — | |
| SelectAnyTreeCHM Treetop Prompt=w/o CHM2026.06 | 77.2 | 79.6 | 80.1 | 2.8 | 3.7 | 5.4 | — | — | — | — | — | |
| Point-SAM2026.06 | 53.4 | 74.8 | 80.6 | 3.4 | 4.4 | 6.1 | — | — | — | — | — | |
| PartSAM2026.06 | 48.8 | 71.2 | 78.3 | 3.7 | 4.8 | 6.6 | — | — | — | — | — | |
| AGILE3D2026.06 | 43.8 | 64.6 | 71.9 | 4.6 | 5.9 | 7.8 | — | — | — | — | — | |
| NPISeg3D2026.06 | 36.9 | 61 | 68.5 | 5 | 6.3 | 8.1 | — | — | — | — | — | |
| AGILE3DInput Capacity (Per patch)=∼40k points2026.06 | — | — | — | — | — | — | 39.3 | 412 | 1,828 | 3,286 | 1 | |
| NPISeg3DInput Capacity (Per patch)=∼40k points2026.06 | — | — | — | — | — | — | 40 | 249 | 1,307 | 2,353 | 3.1 | |
| PartSAMInput Capacity (Per patch)=20k points2026.06 | — | — | — | — | — | — | 225 | 1,549 | 2,558 | 3,562 | 2.4 | |
| Point-SAMInput Capacity (Per patch)=20k points2026.06 | — | — | — | — | — | — | 311 | 1,612 | 5,062 | 8,587 | 22.4 | |
| SelectAnyTreeInput Capacity (Per patch)=640k points2026.06 | — | — | — | — | — | — | 19.4 | 164 | 280 | 549 | 1.9 | |
| SelectAnyTree - w/o CHMInput Capacity (Per patch)=640k points, Variant=w/o CHM2026.06 | — | — | — | — | — | — | 19.4 | 122 | 298 | 571 | 1.9 |