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Models/CogTree (VCTree-ResNeXt-101-FPN backbone; PredCls mode)

CogTree (VCTree-ResNeXt-101-FPN backbone; PredCls mode)

Reported on 6 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision4 results

Scene ParsingonVisual Genome
mR@20· 2020-09-16
22
best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
SOTA
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation arXiv:2009.07526
Scene Graph GenerationonVisual Genome
mR@20· 2020-09-16
22
best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
SOTA
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation arXiv:2009.07526
Scene ParsingonVisual Genome
F@100· 2020-09-16
35.9
best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation arXiv:2009.07526
Scene Graph GenerationonVisual Genome
F@100· 2020-09-16
35.9
best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation arXiv:2009.07526

Audio2 results

2D Semantic SegmentationonVisual Genome
mR@20· 2020-09-16
22
best: 35.6 (SHA-GCL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
SOTA
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation arXiv:2009.07526
2D Semantic SegmentationonVisual Genome
F@100· 2020-09-16
35.9
best: 44.9 (DPL (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode))
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation arXiv:2009.07526