SimpleClick (ViT-H, SBD)

Reported on 5 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 Vision5 results

Interactive SegmentationonGrabCut
NoC@85· 2022-10-20
1.32
best: 8.02 (DOS w/o GC)
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers arXiv:2210.11006
Interactive SegmentationonGrabCut
NoC@90· 2022-10-20
1.44
best: 12.59 (DOS w/o GC)
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers arXiv:2210.11006
Interactive SegmentationonBerkeley
NoC@90· 2022-10-20
2.09
best: 5.6 (CM guidance)
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers arXiv:2210.11006
Interactive SegmentationonDAVIS
NoC@85· 2022-10-20
4.2
best: 12.52 (DOS w/o GC)
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers arXiv:2210.11006
Interactive SegmentationonDAVIS
NoC@90· 2022-10-20
5.34
best: 17.11 (DOS w/o GC)
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers arXiv:2210.11006