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Models/ODIN

ODIN

Reported on 22 benchmarks across 5 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 Vision14 results

Instance SegmentationonScanNet200
mAP· 2024-01-04
31.5
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Instance SegmentationonScanNet200
mAP@25· 2024-01-04
53.1
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Instance SegmentationonScanNet200
mAP@50· 2024-01-04
45.3
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Semantic SegmentationonScanNet200
val mIoU· 2024-01-04
40.5
best: 41.2 (DITR)
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Instance SegmentationonScanNet200
mAP· 2024-01-04
31.5
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Instance SegmentationonScanNet200
mAP@25· 2024-01-04
53.1
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Instance SegmentationonScanNet200
mAP@50· 2024-01-04
45.3
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Instance SegmentationonScanNet(v2)
mAP· 2024-01-04
50
best: 62.2 (Relation3D)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Instance SegmentationonScanNet(v2)
mAP @ 50· 2024-01-04
71
best: 81.6 (Relation3D)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Instance SegmentationonScanNet(v2)
mAP@25· 2024-01-04
83.6
best: 90.1 (Relation3D)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Semantic SegmentationonScanNet200
test mIoU· 2024-01-04
36.8
best: 44.9 (DITR)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Instance SegmentationonScanNet(v2)
mAP· 2024-01-04
50
best: 62.2 (Relation3D)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Instance SegmentationonScanNet(v2)
mAP @ 50· 2024-01-04
71
best: 81.6 (Relation3D)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
3D Instance SegmentationonScanNet(v2)
mAP@25· 2024-01-04
83.6
best: 90.1 (Relation3D)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416

Medical4 results

Semantic SegmentationonScanNet200
val mIoU· 2024-01-04
40.5
best: 41.2 (DITR)
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Semantic SegmentationonScanNet
test mIoU· 2024-01-04
74.4
best: 79.8 (PTv3 ARKit LabelMaker)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Semantic SegmentationonScanNet
val mIoU· 2024-01-04
77.8
best: 80.5 (DITR)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
Semantic SegmentationonScanNet200
test mIoU· 2024-01-04
36.8
best: 44.9 (DITR)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416

Audio4 results

10-shot image generationonScanNet200
val mIoU· 2024-01-04
40.5
best: 41.2 (DITR)
SOTA
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
10-shot image generationonScanNet
test mIoU· 2024-01-04
74.4
best: 79.8 (PTv3 ARKit LabelMaker)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
10-shot image generationonScanNet
val mIoU· 2024-01-04
77.8
best: 80.5 (DITR)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416
10-shot image generationonScanNet200
test mIoU· 2024-01-04
36.8
best: 44.9 (DITR)
ODIN: A Single Model for 2D and 3D Segmentation arXiv:2401.02416