Predicate Classification on Visual Genome (VG)
46ng mR@50SQUAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SQUATBi-level sampling=true, Graph Constraints=false2023.04 | 46 | 31.8 | 57.8 | |
| GPS-NetGraph Constraints=false2023.04 | 45.4 | 29.4 | 57.1 | |
| GB-NET-8Backbone=VGG16, Graph Constraints=false2023.04 | 44.5 | — | 58.7 | |
| KERNBackbone=VGG16, Graph Constraints=false2023.04 | 36.3 | — | 49 | |
| VCTreeGraph Constraints=false2023.04 | 35.6 | 21.4 | 47.8 | |
| MotifsGraph Constraints=false2023.04 | 32.8 | 19.9 | 44.7 | |
| VCTree-TDEGraph Constraints=false2023.04 | 32.4 | 20.9 | 41.5 | |
| MotifsBackbone=VGG16, Graph Constraints=false2023.04 | 27.5 | — | 37.9 | |
| Frequency+Backbone=VGG16, Graph Constraints=false2023.04 | 24.8 | — | 37.3 | |
| IMP+Backbone=VGG16, Graph Constraints=false2023.04 | 20.3 | — | 28.9 |