Lowis3D

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Base B6/N6· 2023-08-01
51.8
SOTA
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding arXiv:2308.00353
3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Novel B6/N6· 2023-08-01
15.8
best: 33 (OpenIns3D)
SOTA
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding arXiv:2308.00353
3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Novel B8/N4· 2023-08-01
13.8
best: 37 (OpenIns3D)
SOTA
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding arXiv:2308.00353
3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Base B8/N4 · 2023-08-01
58.7
best: 60.8 (Open3DIS)
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding arXiv:2308.00353