Scene Graph Generation on IndoorVG (test)
20.7mR@KREACT++
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| REACT++Architecture Paradigm=DTS, k-range=[20, 50, 100]2026.03 | 20.7 | 28.1 | 23.9 | 37.2 | — | |
| REACTArchitecture Paradigm=DTS, k-range=[20, 50, 100]2026.03 | 18 | 30.9 | 22.8 | 37.2 | — | |
| REACT++Rules=S-C., Threshold (θ)=0.09, Rea.=29.6%, Model=REACT++2026.06 | 17.75 | 25.88 | 26.15 | — | 0.86 | |
| REACT++Rules=Base, Threshold (θ)=0.09, Rea.=28.6%, Model=REACT++2026.06 | 17.75 | 25.75 | 26.08 | — | 0.79 | |
| REACT++Rules=None, Model=REACT++2026.06 | 17.54 | 24.17 | 25.29 | — | — | |
| PE-NETArchitecture Paradigm=DTS, k-range=[20, 50, 100]2026.03 | 16 | 29.4 | 20.7 | 37.2 | — | |
| VCTreeArchitecture Paradigm=DTS, k-range=[20, 50, 100]2026.03 | 14.9 | 18.9 | 16.7 | 37.2 | — | |
| PE-NETArchitecture Paradigm=TS, k-range=[20, 50, 100]2026.03 | 13.8 | 27.1 | 18.1 | 25.2 | — | |
| TransformerArchitecture Paradigm=DTS, k-range=[20, 50, 100]2026.03 | 12.3 | 28.4 | 17.2 | 37.2 | — | |
| Neural-MotifsArchitecture Paradigm=DTS, k-range=[20, 50, 100]2026.03 | 11.1 | 30.5 | 16.2 | 37.2 | — | |
| VCTreeArchitecture Paradigm=TS, k-range=[20, 50, 100]2026.03 | 11 | 14.7 | 12.6 | 25.5 | — | |
| GPS-NETArchitecture Paradigm=DTS, k-range=[20, 50, 100]2026.03 | 9.9 | 29.2 | 14.8 | 37.2 | — | |
| TransformerArchitecture Paradigm=TS, k-range=[20, 50, 100]2026.03 | 9.9 | 16.8 | 12.5 | 24.2 | — | |
| Neural-MotifsArchitecture Paradigm=TS, k-range=[20, 50, 100]2026.03 | 9.8 | 15.2 | 11.9 | 26.2 | — | |
| RelTRArchitecture Paradigm=OS, k-range=[20, 50, 100]2026.03 | 7.7 | 11.4 | 9.2 | 14.1 | — | |
| EGTRArchitecture Paradigm=OS, k-range=[20, 50, 100]2026.03 | 7.1 | 10.6 | 8.5 | 14.7 | — | |
| GPS-NETArchitecture Paradigm=TS, k-range=[20, 50, 100]2026.03 | 6.7 | 11.9 | 8.6 | 17.4 | — |