CutS3D (DiffNCuts)

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision3 results

Unsupervised Instance SegmentationonCOCO val2017
AP· 2024-11-25
10.2
SOTA
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation arXiv:2411.16319
Unsupervised Instance SegmentationonCOCO val2017
AP50· 2024-11-25
20.1
SOTA
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation arXiv:2411.16319
Unsupervised Instance SegmentationonCOCO val2017
AP75· 2024-11-25
9.2
best: 9.7 (CutLER (Cascade+DINO))
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation arXiv:2411.16319