CutLER (Cascade+DINO)

Reported on 6 benchmarks across 1 task · 1 paper · 6 SOTA

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

Computer Vision6 results

Unsupervised Instance SegmentationonCOCO val2017
AP· 2023-01-26
9.2
best: 10.2 (CutS3D (DiffNCuts))
SOTA
Cut and Learn for Unsupervised Object Detection and Instance Segmentation arXiv:2301.11320
Unsupervised Instance SegmentationonCOCO val2017
AP50· 2023-01-26
18.9
best: 20.1 (CutS3D (DiffNCuts))
SOTA
Cut and Learn for Unsupervised Object Detection and Instance Segmentation arXiv:2301.11320
Unsupervised Instance SegmentationonCOCO val2017
AP75· 2023-01-26
9.7
SOTA
Cut and Learn for Unsupervised Object Detection and Instance Segmentation arXiv:2301.11320
Unsupervised Instance SegmentationonUVO
AP· 2023-01-26
10.1
SOTA
Cut and Learn for Unsupervised Object Detection and Instance Segmentation arXiv:2301.11320
Unsupervised Instance SegmentationonUVO
AP50· 2023-01-26
22.8
SOTA
Cut and Learn for Unsupervised Object Detection and Instance Segmentation arXiv:2301.11320
Unsupervised Instance SegmentationonUVO
AP75· 2023-01-26
8
SOTA
Cut and Learn for Unsupervised Object Detection and Instance Segmentation arXiv:2301.11320