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Models/Open3DIS

Open3DIS

Reported on 13 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision13 results

Instance SegmentationonScanNet++
mAP· 2023-12-17
20.7
best: 22.2 (Any3DIS)
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonScanNet200
AP Common· 2023-12-17
21.2
best: 24.3 (Open-YOLO 3D)
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonScanNet200
AP Head· 2023-12-17
27.8
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonScanNet200
AP Tail· 2023-12-17
21.8
best: 26.4 (Any3DIS)
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonScanNet200
AP25· 2023-12-17
32.8
best: 36.2 (Open-YOLO 3D)
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonScanNet200
AP50· 2023-12-17
29.4
best: 31.7 (Open-YOLO 3D)
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonScanNet200
mAP· 2023-12-17
23.7
best: 25.8 (Any3DIS)
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Base B8/N4 · 2023-12-17
60.8
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Instance SegmentationonScanNet++
mAP· 2023-12-17
20.7
best: 22.2 (Any3DIS)
SOTA
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonReplica
mAP· 2023-12-17
18.1
best: 23.7 (Open-YOLO 3D)
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Base B6/N6· 2023-12-17
50
best: 51.8 (Lowis3D)
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Novel B6/N6· 2023-12-17
29
best: 33 (OpenIns3D)
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671
3D Open-Vocabulary Instance SegmentationonS3DIS
AP50 Novel B8/N4· 2023-12-17
26.3
best: 37 (OpenIns3D)
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance arXiv:2312.10671