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Models/LSR

LSR

Reported on 13 benchmarks across 9 tasks · 2 papers

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

Methodology6 results

  • 3DonAFLW2000
    MAE· 2023-11-10
    4.412
    best: 3.15 (OpNet)
    2D Image head pose estimation via latent space regression under occlusion settingsarXiv:2311.06038
  • 3DonBIWI
    MAE (trained with other data)· 2023-11-10
    3.519
    best: 2.75 (TRG (w/ 300WLP))
    2D Image head pose estimation via latent space regression under occlusion settingsarXiv:2311.06038
  • 3DonPCOD_1200
    S-Measure· 2021-03-06
    0.888
    best: 0.922 (CMX)
    Simultaneously Localize, Segment and Rank the Camouflaged ObjectsarXiv:2103.04011
  • 2D ClassificationonPCOD_1200
    S-Measure· 2021-03-06
    0.888
    best: 0.922 (CMX)
    Simultaneously Localize, Segment and Rank the Camouflaged ObjectsarXiv:2103.04011
  • 2D Object DetectiononPCOD_1200
    S-Measure· 2021-03-06
    0.888
    best: 0.922 (CMX)
    Simultaneously Localize, Segment and Rank the Camouflaged ObjectsarXiv:2103.04011
  • 16konPCOD_1200
    S-Measure· 2021-03-06
    0.888
    best: 0.922 (CMX)
    Simultaneously Localize, Segment and Rank the Camouflaged ObjectsarXiv:2103.04011

Computer Vision5 results

  • Pose EstimationonAFLW2000
    MAE· 2023-11-10
    4.412
    best: 3.15 (OpNet)
    2D Image head pose estimation via latent space regression under occlusion settingsarXiv:2311.06038
  • Pose EstimationonBIWI
    MAE (trained with other data)· 2023-11-10
    3.519
    best: 2.75 (TRG (w/ 300WLP))
    2D Image head pose estimation via latent space regression under occlusion settingsarXiv:2311.06038
  • Object DetectiononPCOD_1200
    S-Measure· 2021-03-06
    0.888
    best: 0.922 (CMX)
    Simultaneously Localize, Segment and Rank the Camouflaged ObjectsarXiv:2103.04011
  • Camouflaged Object SegmentationonPCOD_1200
    S-Measure· 2021-03-06
    0.888
    best: 0.922 (CMX)
    Simultaneously Localize, Segment and Rank the Camouflaged ObjectsarXiv:2103.04011
  • Object SegmentationonPCOD_1200
    S-Measure· 2021-03-06
    0.888
    best: 0.922 (CMX)
    Simultaneously Localize, Segment and Rank the Camouflaged ObjectsarXiv:2103.04011

Audio2 results

  • 1 Image, 2*2 StitchionAFLW2000
    MAE· 2023-11-10
    4.412
    best: 3.15 (OpNet)
    2D Image head pose estimation via latent space regression under occlusion settingsarXiv:2311.06038
  • 1 Image, 2*2 StitchionBIWI
    MAE (trained with other data)· 2023-11-10
    3.519
    best: 2.75 (TRG (w/ 300WLP))
    2D Image head pose estimation via latent space regression under occlusion settingsarXiv:2311.06038