Scene Graph Detection on VG 50 (test)
22mR@50DT2-ACBS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DT2-ACBS2022.03 | 22 | 15 | 16.3 | 24 | 17.8 | 19.4 | |
| VCTree-IETrans+RwtBase Model=VCTree, Method Component=IETrans, reweighting strategy=true2022.03 | 21.5 | 21.5 | 22.8 | 22.8 | 21.5 | 22.8 | |
| Motif-IETrans+RwtBase Model=Motif, Method Component=IETrans, reweighting strategy=true2022.03 | 15.5 | 23.5 | 27.2 | 18 | 18.7 | 21.7 | |
| Transformer-IETrans+RwtBase Model=Transformer, Method Component=IETrans, reweighting strategy=true2022.03 | 15.5 | 23.1 | 27.1 | 18.1 | 18.2 | 21.7 | |
| VCTree-IETransBase Model=VCTree, Method Component=IETrans2022.03 | 15 | 23.6 | 27.8 | 18.1 | 18.2 | 21.7 | |
| VCTree-DLFEBase Model=VCTree, Method Component=DLFE2022.03 | 12.5 | 25.4 | 29.3 | 15 | 16.8 | 19.9 | |
| GPS-Net-IETrans+RwtBase Model=GPS-Net, Method Component=IETrans, reweighting strategy=true2022.03 | 12.5 | 23.1 | 25 | 15 | 16.2 | 18.8 | |
| Transformer-IETransBase Model=Transformer, Method Component=IETrans2022.03 | 12.4 | 25.5 | 29.6 | 14.9 | 16.9 | 20 | |
| Motif-IETransBase Model=Motif, Method Component=IETrans2022.03 | 12 | 22.7 | 26.3 | 14.9 | 15.9 | 19.4 | |
| Motif-DLFEBase Model=Motif, Method Component=DLFE2022.03 | 11.7 | 25.4 | 29.4 | 13.8 | 16 | 18.8 | |
| GPS-Net-DeCBase Model=GPS-Net, Method Component=DeC2022.03 | 11.2 | — | — | 15.2 | — | — | |
| GPS-Net-IETransBase Model=GPS-Net, Method Component=IETrans2022.03 | 11.1 | 25.9 | 28.1 | 12.7 | 14.1 | 16 | |
| Transformer-CogTreeBase Model=Transformer, Method Component=CogTree2022.03 | 11.1 | 19.5 | 21.7 | 14 | 14.1 | 17 | |
| BGNN2022.03 | 10.7 | 31 | 35.8 | 12.6 | 15.9 | 18.6 | |
| Motif-CogTreeBase Model=Motif, Method Component=CogTree2022.03 | 10.4 | 20 | 22.1 | 11.8 | 13.7 | 15.4 | |
| VCTree-CogTreeBase Model=VCTree, Method Component=CogTree2022.03 | 10.4 | 18.2 | 20.4 | 12.1 | 13.2 | 15.2 | |
| Motif-DeCBase Model=Motif, Method Component=DeC2022.03 | 10.2 | — | — | 11 | — | — | |
| PCPL2022.03 | 9.5 | 14.6 | 18.6 | 11.7 | 11.5 | 14.4 | |
| VCTree-TDEBase Model=VCTree, Method Component=TDE2022.03 | 9.3 | 19.4 | 23.2 | 11.1 | 12.6 | 15 | |
| Motif-TDEBase Model=Motif, Method Component=TDE2022.03 | 8.2 | 16.9 | 20.3 | 9.8 | 11 | 13.2 | |
| VCTreeBase Model=VCTree2022.03 | 7.7 | 30.2 | 34.6 | 9.1 | 11.8 | 13.8 | |
| GPS-Net-ResamplingBase Model=GPS-Net, Method Component=Resampling2022.03 | 7.4 | 27.8 | 32.1 | 8.8 | 11.7 | 13.8 | |
| GBNet2022.03 | 7.1 | 26.3 | 29.9 | 8.5 | 11.2 | 13.2 | |
| MotifBase Model=Motif2022.03 | 6.7 | 31 | 35.1 | 7.7 | 11 | 12.6 | |
| TransformerBase Model=Transformer2022.03 | 6.7 | 30 | 34.3 | 8 | 11 | 13 | |
| KERN2022.03 | 6.4 | 27.1 | 29.8 | 7.3 | 10.4 | 11.7 | |
| GPS-NetBase Model=GPS-Net2022.03 | 5.9 | 30.3 | 35 | 7.1 | 9.9 | 11.8 |