LiM3D

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Medical2 results

Semantic SegmentationonSemanticKITTI
mIoU-1%· 2023-03-20
58.4
SOTA
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation arXiv:2303.11203
Semantic SegmentationonScribbleKITTI
mIoU-1%· 2023-03-20
57
SOTA
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation arXiv:2303.11203

Computer Vision2 results

3D Semantic SegmentationonSemanticKITTI
mIoU-1%· 2023-03-20
58.4
SOTA
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation arXiv:2303.11203
3D Semantic SegmentationonScribbleKITTI
mIoU-1%· 2023-03-20
57
SOTA
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation arXiv:2303.11203

Audio2 results

10-shot image generationonSemanticKITTI
mIoU-1%· 2023-03-20
58.4
SOTA
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation arXiv:2303.11203
10-shot image generationonScribbleKITTI
mIoU-1%· 2023-03-20
57
SOTA
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation arXiv:2303.11203