Scene Graph Classification on Visual Genome (VG) Zero-Shot
3.4R@50TDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TDEBase Model=MOTIFS, Fusion=SUM2020.02 | 3.4 | 4.5 | |
| TDEBase Model=VCTree, Fusion=SUM2020.02 | 3.2 | 4 | |
| X2Y-TrBase Model=MOTIFS, Fusion=SUM2020.02 | 3.1 | 4.2 | |
| TDEBase Model=VCTree, Fusion=GATE2020.02 | 3 | 3.7 | |
| TDEBase Model=VTransE, Fusion=SUM2020.02 | 2.9 | 3.8 | |
| BaselineBase Model=VTransE, Fusion=SUM2020.02 | 2.5 | 3.3 | |
| BaselineBase Model=VCTree, Fusion=GATE2020.02 | 2.5 | 3.3 | |
| ResampleBase Model=MOTIFS, Fusion=None2020.02 | 2.3 | 3.1 | |
| X2YBase Model=MOTIFS, Fusion=SUM2020.02 | 2.3 | 3.7 | |
| BaselineBase Model=MOTIFS, Fusion=None2020.02 | 2.2 | 3 | |
| FocalBase Model=MOTIFS, Fusion=None2020.02 | 2.2 | 3.1 | |
| TDEBase Model=VTransE, Fusion=GATE2020.02 | 2.1 | 3 | |
| TDEBase Model=MOTIFS, Fusion=GATE2020.02 | 1.9 | 2.6 | |
| BaselineBase Model=VTransE, Fusion=GATE2020.02 | 1.9 | 2.6 | |
| BaselineBase Model=VCTree, Fusion=SUM2020.02 | 1.9 | 2.6 | |
| TEBase Model=MOTIFS, Fusion=SUM2020.02 | 1.4 | 2 | |
| BaselineBase Model=MOTIFS, Fusion=GATE2020.02 | 0.9 | 1.3 | |
| NIEBase Model=MOTIFS, Fusion=SUM2020.02 | 0.2 | 0.4 | |
| ReweightBase Model=MOTIFS, Fusion=None2020.02 | 0.1 | 0.1 |