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Models/TRACER-(ResNet50)

TRACER-(ResNet50)

Reported on 24 benchmarks across 6 tasks · 1 paper

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

Methodology16 results

  • 3DonECSSD
    MAE· 2021-12-14
    0.033
    best: 0.021 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 3DonHKU-IS
    MAE· 2021-12-14
    0.028
    best: 0.019 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 3DonDUTS-TE
    MAE· 2021-12-14
    0.035
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 3DonDUT-OMRON
    MAE· 2021-12-14
    0.05
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D ClassificationonECSSD
    MAE· 2021-12-14
    0.033
    best: 0.021 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D ClassificationonHKU-IS
    MAE· 2021-12-14
    0.028
    best: 0.019 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D ClassificationonDUTS-TE
    MAE· 2021-12-14
    0.035
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D ClassificationonDUT-OMRON
    MAE· 2021-12-14
    0.05
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D Object DetectiononECSSD
    MAE· 2021-12-14
    0.033
    best: 0.021 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D Object DetectiononHKU-IS
    MAE· 2021-12-14
    0.028
    best: 0.019 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D Object DetectiononDUTS-TE
    MAE· 2021-12-14
    0.035
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 2D Object DetectiononDUT-OMRON
    MAE· 2021-12-14
    0.05
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 16konECSSD
    MAE· 2021-12-14
    0.033
    best: 0.021 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 16konHKU-IS
    MAE· 2021-12-14
    0.028
    best: 0.019 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 16konDUTS-TE
    MAE· 2021-12-14
    0.035
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • 16konDUT-OMRON
    MAE· 2021-12-14
    0.05
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380

Computer Vision8 results

  • Object DetectiononECSSD
    MAE· 2021-12-14
    0.033
    best: 0.021 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • Object DetectiononHKU-IS
    MAE· 2021-12-14
    0.028
    best: 0.019 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • Object DetectiononDUTS-TE
    MAE· 2021-12-14
    0.035
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • Object DetectiononDUT-OMRON
    MAE· 2021-12-14
    0.05
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • RGB Salient Object DetectiononECSSD
    MAE· 2021-12-14
    0.033
    best: 0.021 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • RGB Salient Object DetectiononHKU-IS
    MAE· 2021-12-14
    0.028
    best: 0.019 (M3Net-S)
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • RGB Salient Object DetectiononDUTS-TE
    MAE· 2021-12-14
    0.035
    best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380
  • RGB Salient Object DetectiononDUT-OMRON
    MAE· 2021-12-14
    0.05
    best: 0.036 (BiRefNet (DUTS, UHRSD))
    TRACER: Extreme Attention Guided Salient Object Tracing NetworkarXiv:2112.07380