Scene Graph Detection on Visual Genome
35.8Recall@100MOTIFNET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MOTIFNETGraph constraints=false2017.11 | 35.8 | 30.5 | — | |
| MOTIFNET-NOCONTEXTGraph constraints=false2017.11 | 34.7 | 29.8 | — | |
| FREQ-OVERLAPGraph constraints=false2017.11 | 34.4 | 28.6 | — | |
| FREQGraph constraints=false2017.11 | 30.9 | 25.3 | — | |
| MOTIFNETGraph constraints=true2017.11 | 30.3 | 27.2 | — | |
| FREQ-OVERLAPGraph constraints=true2017.11 | 30.1 | 26.2 | — | |
| MOTIFNET-NOCONTEXTGraph constraints=true2017.11 | 29 | 26.2 | — | |
| FREQGraph constraints=true2017.11 | 27.6 | 23.5 | — | |
| MESSAGE PASSING+Graph constraints=false2017.11 | 27.4 | 22 | — | |
| MESSAGE PASSING+Graph constraints=true2017.11 | 24.5 | 20.7 | — | |
| SQUATgraph constraints=true, bi-level sampling=true2023.04 | 16.5 | 14.1 | 10.6 | |
| MSDN-FREQGraph constraints=true2017.11 | 15.7 | 13.5 | — | |
| MSDNGraph constraints=true2017.11 | 14.2 | 10.7 | — | |
| MSDN (current best reproducible)Graph constraints=true2017.11 | 14 | 11.7 | — | |
| SCRGraph constraints=false2017.11 | 13.81 | 10.67 | — | |
| BGNNgraph constraints=true, bi-level sampling=true2023.04 | 12.6 | 10.7 | — | |
| Seq2Seqgraph constraints=true2023.04 | 12.1 | 9.6 | 7.5 | |
| GPS-Net+graph constraints=true2023.04 | 11.9 | 9.4 | 6.6 | |
| JMSGGgraph constraints=true2023.04 | 11.8 | 9.8 | — | |
| ASSOC. EMBEDGraph constraints=false2017.11 | 11.3 | 9.7 | — | |
| VCTree-TDEgraph constraints=true, source=reported from [40]2023.04 | 11.1 | 9.3 | 6.9 | |
| RU-Netgraph constraints=true2023.04 | 10.8 | — | — | |
| HL-Netgraph constraints=true2023.04 | 9.2 | — | — | |
| GPS-Netgraph constraints=true2023.04 | 8.6 | 6.7 | — | |
| ASSOC. EMBEDGraph constraints=true2017.11 | 8.2 | 8.1 | — | |
| VCTree+graph constraints=true2023.04 | 7.7 | 6.6 | 4.9 | |
| RelDNgraph constraints=true2023.04 | 7.3 | 6 | — | |
| Motifs+graph constraints=true2023.04 | 6.8 | 5.5 | 4.1 | |
| IMP++graph constraints=true2023.04 | 5.3 | 4.2 | 2.8 | |
| MESSAGE PASSINGGraph constraints=true2017.11 | 4.2 | 3.4 | — | |
| VRDGraph constraints=true2017.11 | 0.5 | 0.3 | — | |
| MSDNgraph constraints=true2023.04 | — | 7.2 | 6.1 |