Predicate Classification on VG150 (test)
45.8ng-mR@50MOTIFS-DLFE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MOTIFS-DLFEBackbone=ResNeXt-101-FPN2021.07 | 45.8 | 30 | 57.7 | |
| VCTree-DLFEBackbone=ResNeXt-101-FPN2021.07 | 44.6 | 29.1 | 56.8 | |
| GB-Net-βBackbone=VGG16, External knowledge bases=true2021.07 | 44.5 | — | 58.7 | |
| MOTIFS-PCPLBackbone=ResNeXt-101-FPN2021.07 | 38.5 | 25.6 | 49.3 | |
| VCTree-PCPLBackbone=ResNeXt-101-FPN2021.07 | 38.5 | 25.1 | 49.3 | |
| VCTree-L2+cKDBackbone=ResNeXt-101-FPN2021.07 | 38.4 | — | 52.4 | |
| VCTree-L2+uKDBackbone=ResNeXt-101-FPN2021.07 | 37.7 | — | 51.7 | |
| MOTIFS-L2+cKDBackbone=ResNeXt-101-FPN2021.07 | 37.2 | — | 50.8 | |
| MOTIFS-L2+uKDBackbone=ResNeXt-101-FPN2021.07 | 36.9 | — | 50.9 | |
| KERNBackbone=VGG162021.07 | 36.3 | — | 49 | |
| VCTreeBackbone=ResNeXt-101-FPN2021.07 | 35.6 | 21.4 | 47.8 | |
| MOTIFS-ReweightBackbone=ResNeXt-101-FPN2021.07 | 33.5 | 20.5 | 44.4 | |
| MOTIFSBackbone=ResNeXt-101-FPN2021.07 | 32.8 | 19.9 | 44.7 | |
| VCTree-ReweightBackbone=ResNeXt-101-FPN2021.07 | 32.5 | 20.6 | 41.6 | |
| VCTree-TDEBackbone=ResNeXt-101-FPN2021.07 | 32.4 | 20.9 | 41.5 | |
| VCTree-STLBackbone=ResNeXt-101-FPN2021.07 | 31.8 | 16.8 | 45.1 | |
| MOTIFS-STLBackbone=ResNeXt-101-FPN2021.07 | 29.4 | 15.7 | 43.2 | |
| MOTIFS-TDEBackbone=ResNeXt-101-FPN2021.07 | 29 | 18.7 | 38.2 |