Self-Training (MAE)

Reported on 3 benchmarks across 1 task · 1 paper

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· 2023-11-24
5.2
best: 10.2 (CutS3D (DiffNCuts))
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation arXiv:2311.14665
Unsupervised Instance SegmentationonCOCO val2017
AP50· 2023-11-24
12.1
best: 20.1 (CutS3D (DiffNCuts))
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation arXiv:2311.14665
Unsupervised Instance SegmentationonCOCO val2017
AP75· 2023-11-24
3.7
best: 9.7 (CutLER (Cascade+DINO))
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation arXiv:2311.14665