Sentence-to-Graph Retrieval on Visual Genome Gallery Size 5000 (test)
5.2R@20TDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TDEModel=MOTIFS+, Fusion=SUM2020.02 | 5.2 | 18.9 | 425 | |
| TDEModel=MOTIFS+, Fusion=GATE2020.02 | 5.2 | 21.3 | 325 | |
| TDEModel=VCTree, Fusion=GATE2020.02 | 5.1 | 20.3 | 395 | |
| TDEModel=VCTree, Fusion=SUM2020.02 | 5 | 20 | 385 | |
| TDEModel=VTransE, Fusion=GATE2020.02 | 4.5 | 19.1 | 486 | |
| TEModel=MOTIFS+, Fusion=SUM2020.02 | 4.4 | 16.9 | 469 | |
| BaselineModel=MOTIFS+, Fusion=GATE2020.02 | 4.4 | 16.2 | 618 | |
| X2Y-TrModel=MOTIFS+, Fusion=SUM2020.02 | 3.9 | 16.8 | 525 | |
| BaselineModel=VTransE, Fusion=GATE2020.02 | 3.8 | 14.3 | 634 | |
| BaselineModel=VCTree, Fusion=GATE2020.02 | 3.7 | 13.6 | 583 | |
| BaselineModel=VTransE, Fusion=SUM2020.02 | 3.6 | 15 | 596 | |
| TDEModel=VTransE, Fusion=SUM2020.02 | 3.6 | 16.3 | 483 | |
| X2YModel=MOTIFS+, Fusion=SUM2020.02 | 3.5 | 14.6 | 556 | |
| BaselineModel=MOTIFS+, Fusion=SUM2020.02 | 3.1 | 12.1 | 708 | |
| BaselineModel=VCTree, Fusion=SUM2020.02 | 3.1 | 11.5 | 745 | |
| ReweightModel=MOTIFS+, Fusion=SUM2020.02 | 3 | 11.4 | 725 | |
| FocalModel=MOTIFS+, Fusion=SUM2020.02 | 2.9 | 11.1 | 737 | |
| ResampleModel=MOTIFS+, Fusion=SUM2020.02 | 2.5 | 13.4 | 593 | |
| NIEModel=MOTIFS+, Fusion=SUM2020.02 | 1.6 | 8.6 | 1,050 |