Sentence-to-Graph Retrieval on Visual Genome Gallery Size 1000 (test)
20.8Recall@20TDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TDEModel=MOTIFS+, Fusion=GATE2020.02 | 20.8 | 59.2 | 72 | |
| TDEModel=VCTree, Fusion=GATE2020.02 | 19.1 | 55.5 | 87 | |
| TDEModel=VCTree, Fusion=SUM2020.02 | 19 | 57 | 82 | |
| TDEModel=VTransE, Fusion=GATE2020.02 | 18.5 | 50.4 | 110 | |
| TDEModel=MOTIFS+, Fusion=SUM2020.02 | 17 | 53.6 | 91 | |
| TEModel=MOTIFS+, Fusion=SUM2020.02 | 15.9 | 49.9 | 100 | |
| TDEModel=VTransE, Fusion=SUM2020.02 | 14.7 | 48.4 | 106 | |
| X2Y-TrModel=MOTIFS+, Fusion=SUM2020.02 | 14.5 | 45.6 | 114 | |
| X2YModel=MOTIFS+, Fusion=SUM2020.02 | 14.3 | 44.8 | 125 | |
| BaselineModel=MOTIFS+, Fusion=GATE2020.02 | 13.7 | 45.6 | 143 | |
| BaselineModel=VCTree, Fusion=GATE2020.02 | 13.4 | 44.1 | 121 | |
| ResampleModel=MOTIFS+, Fusion=SUM2020.02 | 13.1 | 43.6 | 124 | |
| BaselineModel=VTransE, Fusion=GATE2020.02 | 12.9 | 41.8 | 136 | |
| BaselineModel=VTransE, Fusion=SUM2020.02 | 12.3 | 42.3 | 129 | |
| BaselineModel=MOTIFS+, Fusion=SUM2020.02 | 11.6 | 39.9 | 155 | |
| FocalModel=MOTIFS+, Fusion=SUM2020.02 | 10.9 | 39 | 163 | |
| BaselineModel=VCTree, Fusion=SUM2020.02 | 9.9 | 37.4 | 150 | |
| ReweightModel=MOTIFS+, Fusion=SUM2020.02 | 9.7 | 36.8 | 159 | |
| NIEModel=MOTIFS+, Fusion=SUM2020.02 | 6.7 | 29.2 | 202 |