Scene Graph Classification on VG 50 (test)
39.3R@50VCTree
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VCTreeBase Model=VCTree2022.03 | 39.3 | 40.2 | 8.9 | 9.5 | 14.5 | 15.4 | |
| TransformerBase Model=Transformer2022.03 | 38.1 | 39.2 | 9.9 | 10.5 | 15.7 | 16.6 | |
| MotifBase Model=Motif2022.03 | 38 | 38.9 | 8.7 | 9.3 | 14.2 | 15 | |
| GPS-Net-ResamplingBase Model=GPS-Net, Method Component=Resampling2022.03 | 37.5 | 38.6 | 11.7 | 12.5 | 17.8 | 18.9 | |
| BGNN2022.03 | 37.4 | 38.5 | 14.3 | 16.5 | 20.7 | 23.1 | |
| GBNet2022.03 | 37.3 | 38 | 12.7 | 13.4 | 18.9 | 19.8 | |
| GPS-NetBase Model=GPS-Net2022.03 | 36.9 | 38 | 8.2 | 8.7 | 13.4 | 14.2 | |
| KERN2022.03 | 36.7 | 37.4 | 9.4 | 10 | 15 | 15.8 | |
| VCTree-DLFEBase Model=VCTree, Method Component=DLFE2022.03 | 33.5 | 34.6 | 18.9 | 20 | 24.2 | 25.3 | |
| VCTree-IETransBase Model=VCTree, Method Component=IETrans2022.03 | 32.9 | 33.8 | 16.5 | 18.1 | 22 | 23.6 | |
| Transformer-IETransBase Model=Transformer, Method Component=IETrans2022.03 | 32.6 | 33.5 | 17.4 | 19.1 | 22.7 | 24.3 | |
| Motif-IETransBase Model=Motif, Method Component=IETrans2022.03 | 32.5 | 33.4 | 18.9 | 20 | 24.2 | 25.3 | |
| Motif-DLFEBase Model=Motif, Method Component=DLFE2022.03 | 32.3 | 33.1 | 15.2 | 15.9 | 20.7 | 21.5 | |
| GPS-Net-IETransBase Model=GPS-Net, Method Component=IETrans2022.03 | 31.8 | 32.7 | 17 | 18.3 | 22.2 | 23.5 | |
| VCTree-IETrans+RwtBase Model=VCTree, Method Component=IETrans, reweighting strategy=true2022.03 | 30 | 30.9 | 19.9 | 21.8 | 23.9 | 25.6 | |
| Transformer-IETrans+RwtBase Model=Transformer, Method Component=IETrans, reweighting strategy=true2022.03 | 29.6 | 30.5 | 20.8 | 22.3 | 24.4 | 25.8 | |
| Motif-IETrans+RwtBase Model=Motif, Method Component=IETrans, reweighting strategy=true2022.03 | 29.4 | 30.2 | 21.5 | 22.8 | 24.8 | 26 | |
| GPS-Net-IETrans+RwtBase Model=GPS-Net, Method Component=IETrans, reweighting strategy=true2022.03 | 29.3 | 30.3 | 19.8 | 21.6 | 23.6 | 25.2 | |
| Motif-TDEBase Model=Motif, Method Component=TDE2022.03 | 27.7 | 29.9 | 13.1 | 14.9 | 17.8 | 19.9 | |
| PCPL2022.03 | 27.6 | 28.4 | 18.6 | 19.6 | 22.2 | 23.2 | |
| VCTree-CogTreeBase Model=VCTree, Method Component=CogTree2022.03 | 27.6 | 29.7 | 18.8 | 19.9 | 23.4 | 24.5 | |
| VCTree-TDEBase Model=VCTree, Method Component=TDE2022.03 | 25.4 | 28.7 | 12.2 | 14 | 16.5 | 18.6 | |
| Transformer-CogTreeBase Model=Transformer, Method Component=CogTree2022.03 | 22.9 | 23.4 | 15.7 | 16.7 | 18.6 | 19.5 | |
| Motif-CogTreeBase Model=Motif, Method Component=CogTree2022.03 | 21.6 | 22.2 | 14.9 | 16.1 | 17.6 | 18.7 | |
| DT2-ACBS2022.03 | 16.2 | 17.6 | 24.8 | 27.5 | 19.6 | 21.5 |