Predicate Classification on Visual Genome (VG) Zero-Shot
14.4Recall@50TDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TDEBase Model=MOTIFS, Fusion=SUM2020.02 | 14.4 | 18.2 | |
| TDEBase Model=VCTree, Fusion=SUM2020.02 | 14.3 | 17.6 | |
| TEBase Model=MOTIFS, Fusion=SUM2020.02 | 14.2 | 18.1 | |
| X2Y-TrBase Model=MOTIFS, Fusion=SUM2020.02 | 13.7 | 17.6 | |
| TDEBase Model=VTransE, Fusion=SUM2020.02 | 13.3 | 17.6 | |
| X2YBase Model=MOTIFS, Fusion=SUM2020.02 | 11.8 | 17.6 | |
| BaselineBase Model=VTransE, Fusion=SUM2020.02 | 11.3 | 14.7 | |
| ResampleBase Model=MOTIFS, Fusion=None2020.02 | 11.1 | 14.3 | |
| BaselineBase Model=MOTIFS, Fusion=None2020.02 | 10.9 | 14.5 | |
| FocalBase Model=MOTIFS, Fusion=None2020.02 | 10.9 | 14.4 | |
| BaselineBase Model=VCTree, Fusion=SUM2020.02 | 10.8 | 14.3 | |
| TDEBase Model=MOTIFS, Fusion=GATE2020.02 | 7.7 | 11 | |
| BaselineBase Model=MOTIFS, Fusion=GATE2020.02 | 7.4 | 10.6 | |
| TDEBase Model=VCTree, Fusion=GATE2020.02 | 5.9 | 8.1 | |
| TDEBase Model=VTransE, Fusion=GATE2020.02 | 5.3 | 7.9 | |
| BaselineBase Model=VCTree, Fusion=GATE2020.02 | 4.4 | 6.8 | |
| BaselineBase Model=VTransE, Fusion=GATE2020.02 | 4.2 | 5.9 | |
| NIEBase Model=MOTIFS, Fusion=SUM2020.02 | 2.4 | 3.2 | |
| ReweightBase Model=MOTIFS, Fusion=None2020.02 | 0.7 | 0.9 |