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Models/STL-Net-LT-PVTv2-B5

STL-Net-LT-PVTv2-B5

Reported on 70 benchmarks across 7 tasks · 1 paper · 70 SOTA

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

Methodology40 results

  • 3DonMoCA-Mask
    MAE· uses extra data· 2022-03-14
    0.027
    best: 0.007 (CamoSAM2)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonMoCA-Mask
    S-measure· uses extra data· 2022-03-14
    0.631
    best: 0.776 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonMoCA-Mask
    mDice· uses extra data· 2022-03-14
    0.36
    best: 0.648 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonMoCA-Mask
    mIoU· uses extra data· 2022-03-14
    0.272
    best: 0.55 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonMoCA-Mask
    weighted F-measure· uses extra data· 2022-03-14
    0.311
    best: 0.628 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonCamouflaged Animal Dataset
    MAE· uses extra data· 2022-03-14
    0.03
    best: 0.02 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonCamouflaged Animal Dataset
    S-measure· uses extra data· 2022-03-14
    0.696
    best: 0.757 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonCamouflaged Animal Dataset
    mDice· uses extra data· 2022-03-14
    0.493
    best: 0.599 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonCamouflaged Animal Dataset
    mIoU· uses extra data· 2022-03-14
    0.402
    best: 0.51 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 3DonCamouflaged Animal Dataset
    weighted F-measure· uses extra data· 2022-03-14
    0.481
    best: 0.593 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonMoCA-Mask
    MAE· uses extra data· 2022-03-14
    0.027
    best: 0.007 (CamoSAM2)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonMoCA-Mask
    S-measure· uses extra data· 2022-03-14
    0.631
    best: 0.776 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonMoCA-Mask
    mDice· uses extra data· 2022-03-14
    0.36
    best: 0.648 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonMoCA-Mask
    mIoU· uses extra data· 2022-03-14
    0.272
    best: 0.55 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonMoCA-Mask
    weighted F-measure· uses extra data· 2022-03-14
    0.311
    best: 0.628 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonCamouflaged Animal Dataset
    MAE· uses extra data· 2022-03-14
    0.03
    best: 0.02 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonCamouflaged Animal Dataset
    S-measure· uses extra data· 2022-03-14
    0.696
    best: 0.757 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonCamouflaged Animal Dataset
    mDice· uses extra data· 2022-03-14
    0.493
    best: 0.599 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonCamouflaged Animal Dataset
    mIoU· uses extra data· 2022-03-14
    0.402
    best: 0.51 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D ClassificationonCamouflaged Animal Dataset
    weighted F-measure· uses extra data· 2022-03-14
    0.481
    best: 0.593 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononMoCA-Mask
    MAE· uses extra data· 2022-03-14
    0.027
    best: 0.007 (CamoSAM2)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononMoCA-Mask
    S-measure· uses extra data· 2022-03-14
    0.631
    best: 0.776 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononMoCA-Mask
    mDice· uses extra data· 2022-03-14
    0.36
    best: 0.648 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononMoCA-Mask
    mIoU· uses extra data· 2022-03-14
    0.272
    best: 0.55 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononMoCA-Mask
    weighted F-measure· uses extra data· 2022-03-14
    0.311
    best: 0.628 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononCamouflaged Animal Dataset
    MAE· uses extra data· 2022-03-14
    0.03
    best: 0.02 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononCamouflaged Animal Dataset
    S-measure· uses extra data· 2022-03-14
    0.696
    best: 0.757 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononCamouflaged Animal Dataset
    mDice· uses extra data· 2022-03-14
    0.493
    best: 0.599 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononCamouflaged Animal Dataset
    mIoU· uses extra data· 2022-03-14
    0.402
    best: 0.51 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 2D Object DetectiononCamouflaged Animal Dataset
    weighted F-measure· uses extra data· 2022-03-14
    0.481
    best: 0.593 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konMoCA-Mask
    MAE· uses extra data· 2022-03-14
    0.027
    best: 0.007 (CamoSAM2)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konMoCA-Mask
    S-measure· uses extra data· 2022-03-14
    0.631
    best: 0.776 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konMoCA-Mask
    mDice· uses extra data· 2022-03-14
    0.36
    best: 0.648 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konMoCA-Mask
    mIoU· uses extra data· 2022-03-14
    0.272
    best: 0.55 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konMoCA-Mask
    weighted F-measure· uses extra data· 2022-03-14
    0.311
    best: 0.628 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konCamouflaged Animal Dataset
    MAE· uses extra data· 2022-03-14
    0.03
    best: 0.02 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konCamouflaged Animal Dataset
    S-measure· uses extra data· 2022-03-14
    0.696
    best: 0.757 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konCamouflaged Animal Dataset
    mDice· uses extra data· 2022-03-14
    0.493
    best: 0.599 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konCamouflaged Animal Dataset
    mIoU· uses extra data· 2022-03-14
    0.402
    best: 0.51 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • 16konCamouflaged Animal Dataset
    weighted F-measure· uses extra data· 2022-03-14
    0.481
    best: 0.593 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363

Computer Vision30 results

  • Object DetectiononMoCA-Mask
    MAE· uses extra data· 2022-03-14
    0.027
    best: 0.007 (CamoSAM2)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononMoCA-Mask
    S-measure· uses extra data· 2022-03-14
    0.631
    best: 0.776 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononMoCA-Mask
    mDice· uses extra data· 2022-03-14
    0.36
    best: 0.648 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononMoCA-Mask
    mIoU· uses extra data· 2022-03-14
    0.272
    best: 0.55 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononMoCA-Mask
    weighted F-measure· uses extra data· 2022-03-14
    0.311
    best: 0.628 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononCamouflaged Animal Dataset
    MAE· uses extra data· 2022-03-14
    0.03
    best: 0.02 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononCamouflaged Animal Dataset
    S-measure· uses extra data· 2022-03-14
    0.696
    best: 0.757 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononCamouflaged Animal Dataset
    mDice· uses extra data· 2022-03-14
    0.493
    best: 0.599 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononCamouflaged Animal Dataset
    mIoU· uses extra data· 2022-03-14
    0.402
    best: 0.51 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object DetectiononCamouflaged Animal Dataset
    weighted F-measure· uses extra data· 2022-03-14
    0.481
    best: 0.593 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonMoCA-Mask
    MAE· uses extra data· 2022-03-14
    0.027
    best: 0.007 (CamoSAM2)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonMoCA-Mask
    S-measure· uses extra data· 2022-03-14
    0.631
    best: 0.776 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonMoCA-Mask
    mDice· uses extra data· 2022-03-14
    0.36
    best: 0.648 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonMoCA-Mask
    mIoU· uses extra data· 2022-03-14
    0.272
    best: 0.55 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonMoCA-Mask
    weighted F-measure· uses extra data· 2022-03-14
    0.311
    best: 0.628 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonCamouflaged Animal Dataset
    MAE· uses extra data· 2022-03-14
    0.03
    best: 0.02 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonCamouflaged Animal Dataset
    S-measure· uses extra data· 2022-03-14
    0.696
    best: 0.757 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonCamouflaged Animal Dataset
    mDice· uses extra data· 2022-03-14
    0.493
    best: 0.599 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonCamouflaged Animal Dataset
    mIoU· uses extra data· 2022-03-14
    0.402
    best: 0.51 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Camouflaged Object SegmentationonCamouflaged Animal Dataset
    weighted F-measure· uses extra data· 2022-03-14
    0.481
    best: 0.593 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonMoCA-Mask
    MAE· uses extra data· 2022-03-14
    0.027
    best: 0.007 (CamoSAM2)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonMoCA-Mask
    S-measure· uses extra data· 2022-03-14
    0.631
    best: 0.776 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonMoCA-Mask
    mDice· uses extra data· 2022-03-14
    0.36
    best: 0.648 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonMoCA-Mask
    mIoU· uses extra data· 2022-03-14
    0.272
    best: 0.55 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonMoCA-Mask
    weighted F-measure· uses extra data· 2022-03-14
    0.311
    best: 0.628 (ZS-VCOS)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonCamouflaged Animal Dataset
    MAE· uses extra data· 2022-03-14
    0.03
    best: 0.02 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonCamouflaged Animal Dataset
    S-measure· uses extra data· 2022-03-14
    0.696
    best: 0.757 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonCamouflaged Animal Dataset
    mDice· uses extra data· 2022-03-14
    0.493
    best: 0.599 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonCamouflaged Animal Dataset
    mIoU· uses extra data· 2022-03-14
    0.402
    best: 0.51 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363
  • Object SegmentationonCamouflaged Animal Dataset
    weighted F-measure· uses extra data· 2022-03-14
    0.481
    best: 0.593 (ZoomNeXt-PVTv2-B5)
    SOTA
    Implicit Motion Handling for Video Camouflaged Object DetectionarXiv:2203.07363