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

PCPL (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· 2020-09-02
17.8
best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893
Scene ParsingonVisual Genome
mR@20· 2020-09-02
8.1
best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893
Scene ParsingonVisual Genome
ng-mR@20· 2020-09-02
9.9
best: 36 (IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893
Scene Graph GenerationonVisual Genome
F@100· 2020-09-02
17.8
best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893
Scene Graph GenerationonVisual Genome
mR@20· 2020-09-02
8.1
best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893
Scene Graph GenerationonVisual Genome
ng-mR@20· 2020-09-02
9.9
best: 36 (IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893

Audio3 results

2D Semantic SegmentationonVisual Genome
F@100· 2020-09-02
17.8
best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893
2D Semantic SegmentationonVisual Genome
mR@20· 2020-09-02
8.1
best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893
2D Semantic SegmentationonVisual Genome
ng-mR@20· 2020-09-02
9.9
best: 36 (IETrans (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation arXiv:2009.00893