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Models/DLFE (VCTree-ResNeXt-101-FPN backbone; SGDet mode)

DLFE (VCTree-ResNeXt-101-FPN backbone; SGDet mode)

Reported on 9 benchmarks across 3 tasks · 1 paper

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

Computer Vision6 results

  • Scene ParsingonVisual Genome
    F@100· 2021-07-05
    18.1
    best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112
  • Scene ParsingonVisual Genome
    mR@20· 2021-07-05
    8.6
    best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112
  • Scene ParsingonVisual Genome
    ng-mR@20· 2021-07-05
    11.8
    best: 36 (IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112
  • Scene Graph GenerationonVisual Genome
    F@100· 2021-07-05
    18.1
    best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112
  • Scene Graph GenerationonVisual Genome
    mR@20· 2021-07-05
    8.6
    best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112
  • Scene Graph GenerationonVisual Genome
    ng-mR@20· 2021-07-05
    11.8
    best: 36 (IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112

Audio3 results

  • 2D Semantic SegmentationonVisual Genome
    F@100· 2021-07-05
    18.1
    best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112
  • 2D Semantic SegmentationonVisual Genome
    mR@20· 2021-07-05
    8.6
    best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112
  • 2D Semantic SegmentationonVisual Genome
    ng-mR@20· 2021-07-05
    11.8
    best: 36 (IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
    Recovering the Unbiased Scene Graphs from the Biased OnesarXiv:2107.02112