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Models/ViT-B+MST+CL

ViT-B+MST+CL

Reported on 10 benchmarks across 1 task · 1 paper · 5 SOTA

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

Computer Vision10 results

  • Interactive SegmentationonCOCO minival
    NoC@85· 2024-01-09
    2.08
    SOTA
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonCOCO minival
    NoC@90· 2024-01-09
    2.85
    SOTA
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonDAVIS-585
    NoC@85· 2024-01-09
    1.8
    SOTA
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonPascalVOC
    NoC@85· 2024-01-09
    1.69
    SOTA
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonPascalVOC
    NoC@90· 2024-01-09
    1.9
    SOTA
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonGrabCut
    NoC@90· 2024-01-09
    1.48
    best: 12.59 (DOS w/o GC)
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonBerkeley
    NoC@90· 2024-01-09
    1.5
    best: 5.6 (CM guidance)
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonDAVIS-585
    NoC@90· 2024-01-09
    2.29
    best: 2.76 (FocalClick-B3-S2)
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonDAVIS
    NoC@90· 2024-01-09
    4.55
    best: 17.11 (DOS w/o GC)
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403
  • Interactive SegmentationonSBD
    NoC@85· 2024-01-09
    3.03
    best: 14.3 (DOS w/o GC)
    MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationarXiv:2401.04403