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Models/Mask3D

Mask3D

Reported on 20 benchmarks across 4 tasks · 1 paper · 18 SOTA

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

Computer Vision18 results

Instance SegmentationonS3DIS
AP@50· 2022-10-06
75.5
best: 75.8 (OneFormer3D)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonS3DIS
mAP· 2022-10-06
64.5
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonScanNet(v2)
mAP @ 50· 2022-10-06
78
best: 81.6 (Relation3D)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonScanNet(v2)
mAP@25· 2022-10-06
87
best: 90.1 (Relation3D)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonScanNet200
mAP· 2022-10-06
27.8
best: 31.5 (ODIN)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonSTPLS3D
AP· 2022-10-06
57.3
best: 64.5 (EASE)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonSTPLS3D
AP25· 2022-10-06
81.6
best: 86.9 (EASE)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonSTPLS3D
AP50· 2022-10-06
74.3
best: 80.8 (EASE)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonS3DIS
AP@50· 2022-10-06
75.5
best: 75.8 (OneFormer3D)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonS3DIS
mAP· 2022-10-06
64.5
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonScanNet(v2)
mAP @ 50· 2022-10-06
78
best: 81.6 (Relation3D)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonScanNet(v2)
mAP@25· 2022-10-06
87
best: 90.1 (Relation3D)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonScanNet200
mAP· 2022-10-06
27.8
best: 31.5 (ODIN)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonSTPLS3D
AP· 2022-10-06
57.3
best: 64.5 (EASE)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonSTPLS3D
AP25· 2022-10-06
81.6
best: 86.9 (EASE)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonSTPLS3D
AP50· 2022-10-06
74.3
best: 80.8 (EASE)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
Instance SegmentationonScanNet(v2)
mAP· 2022-10-06
55.2
best: 62.2 (Relation3D)
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105
3D Instance SegmentationonScanNet(v2)
mAP· 2022-10-06
55.2
best: 62.2 (Relation3D)
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105

Medical1 result

Semantic SegmentationonReplica
mIoU· 2022-10-06
22.6
best: 42.1 (LabelMaker)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105

Audio1 result

10-shot image generationonReplica
mIoU· 2022-10-06
22.6
best: 42.1 (LabelMaker)
SOTA
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation arXiv:2210.03105