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Models/SAMWISE

SAMWISE

Reported on 12 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision12 results

  • VideoonMeViS
    F· 2024-11-26
    51.2
    best: 56.7 (MPG-SAM 2)
    SOTA
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • VideoonMeViS
    J· 2024-11-26
    45.4
    best: 50.7 (MPG-SAM 2)
    SOTA
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • VideoonMeViS
    J&F· 2024-11-26
    48.3
    best: 53.7 (MPG-SAM 2)
    SOTA
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • Video Object SegmentationonMeViS
    F· 2024-11-26
    51.2
    best: 56.7 (MPG-SAM 2)
    SOTA
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • Video Object SegmentationonMeViS
    J· 2024-11-26
    45.4
    best: 50.7 (MPG-SAM 2)
    SOTA
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • Video Object SegmentationonMeViS
    J&F· 2024-11-26
    48.3
    best: 53.7 (MPG-SAM 2)
    SOTA
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • VideoonLong-RVOS
    J&F· 2024-11-26
    35.6
    best: 51.3 (ReferMo)
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • VideoonLong-RVOS
    tIoU· 2024-11-26
    68.4
    best: 71.7 (ReferDINO)
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • VideoonLong-RVOS
    vIoU· 2024-11-26
    28.6
    best: 42.6 (ReferMo)
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • Video Object SegmentationonLong-RVOS
    J&F· 2024-11-26
    35.6
    best: 51.3 (ReferMo)
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • Video Object SegmentationonLong-RVOS
    tIoU· 2024-11-26
    68.4
    best: 71.7 (ReferDINO)
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646
  • Video Object SegmentationonLong-RVOS
    vIoU· 2024-11-26
    28.6
    best: 42.6 (ReferMo)
    SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video SegmentationarXiv:2411.17646