Unbiased Scene Graph Generation from Biased Training

Benchmark Model Rank Results
scene-graph-generation-on-visual-genomeCausal-TDE#3Recall@50: 31.93mean Recall @20: 6.9
unbiased-scene-graph-generation-on-visual-genomeTDE (VCTree-ResNeXt-101-FPN backbone; PredCls mode)#9ng-mR@20: 20.9mR@20: 19.2F@100: 36.9
unbiased-scene-graph-generation-on-visual-genomeTDE (MOTIFS-ResNeXt-101-FPN backbone; PredCls mode)#10ng-mR@20: 18.7mR@20: 17.4F@100: 37.2
unbiased-scene-graph-generation-on-visual-genomeTDE (VCTree-ResNeXt-101-FPN backbone; SGCls mode)#16ng-mR@20: 12.4mR@20: 11.2F@100: 18.6
unbiased-scene-graph-generation-on-visual-genomeTDE (MOTIFS-ResNeXt-101-FPN backbone; SGCls mode)#19ng-mR@20: 10.7mR@20: 9.9F@100: 19.9
unbiased-scene-graph-generation-on-visual-genomeTDE (VCTree-ResNeXt-101-FPN backbone; SGDet mode)#23ng-mR@20: 7.8mR@20: 6.8F@100: 15.1
unbiased-scene-graph-generation-on-visual-genomeTDE (MOTIFS-ResNeXt-101-FPN backbone; SGDet mode)#24ng-mR@20: 7.4mR@20: 9.7F@100: 13.2