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Models/ReferDINO (Swin-B)

ReferDINO (Swin-B)

Reported on 12 benchmarks across 4 tasks · 1 paper

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

Computer Vision12 results

  • VideoonMeViS
    F· 2025-01-24
    53.9
    best: 56.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • VideoonMeViS
    J· 2025-01-24
    44.7
    best: 50.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • VideoonMeViS
    J&F· 2025-01-24
    49.3
    best: 53.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Instance SegmentationonRefer-YouTube-VOS (2021 public validation)
    F· 2025-01-24
    71.5
    best: 76.1 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Instance SegmentationonRefer-YouTube-VOS (2021 public validation)
    J· 2025-01-24
    67
    best: 71.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Instance SegmentationonRefer-YouTube-VOS (2021 public validation)
    J&F· 2025-01-24
    69.3
    best: 73.9 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Video Object SegmentationonMeViS
    F· 2025-01-24
    53.9
    best: 56.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Video Object SegmentationonMeViS
    J· 2025-01-24
    44.7
    best: 50.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Video Object SegmentationonMeViS
    J&F· 2025-01-24
    49.3
    best: 53.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Referring Expression SegmentationonRefer-YouTube-VOS (2021 public validation)
    F· 2025-01-24
    71.5
    best: 76.1 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Referring Expression SegmentationonRefer-YouTube-VOS (2021 public validation)
    J· 2025-01-24
    67
    best: 71.7 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607
  • Referring Expression SegmentationonRefer-YouTube-VOS (2021 public validation)
    J&F· 2025-01-24
    69.3
    best: 73.9 (MPG-SAM 2)
    ReferDINO: Referring Video Object Segmentation with Visual Grounding FoundationsarXiv:2501.14607