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Models/SSTVOS

SSTVOS

Reported on 9 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision9 results

  • VideoonDAVIS (no YouTube-VOS training)
    D17 val (F)· 2021-01-21
    81.4
    best: 83.1 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • VideoonDAVIS (no YouTube-VOS training)
    D17 val (G)· 2021-01-21
    78.4
    best: 80.4 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • VideoonDAVIS (no YouTube-VOS training)
    D17 val (J)· 2021-01-21
    75.4
    best: 77.7 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • Video Object SegmentationonDAVIS (no YouTube-VOS training)
    D17 val (F)· 2021-01-21
    81.4
    best: 83.1 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • Video Object SegmentationonDAVIS (no YouTube-VOS training)
    D17 val (G)· 2021-01-21
    78.4
    best: 80.4 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • Video Object SegmentationonDAVIS (no YouTube-VOS training)
    D17 val (J)· 2021-01-21
    75.4
    best: 77.7 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • Semi-Supervised Video Object SegmentationonDAVIS (no YouTube-VOS training)
    D17 val (F)· 2021-01-21
    81.4
    best: 83.1 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • Semi-Supervised Video Object SegmentationonDAVIS (no YouTube-VOS training)
    D17 val (G)· 2021-01-21
    78.4
    best: 80.4 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833
  • Semi-Supervised Video Object SegmentationonDAVIS (no YouTube-VOS training)
    D17 val (J)· 2021-01-21
    75.4
    best: 77.7 (HMMN)
    SOTA
    SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationarXiv:2101.08833