Predicate Classification on Visual Genome v1.2 (test)
65.2Recall@50MOTIFNET-LEFTRIGHT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MOTIFNET-LEFTRIGHT2017.11 | 65.2 | 58.5 | 67.1 | |
| MOTIFNET-CONFIDENCE2017.11 | 65.1 | 58.2 | 67 | |
| MOTIFNET-RANDOM2017.11 | 65.1 | 58.1 | 66.9 | |
| MOTIFNET-SIZE2017.11 | 64.9 | 58 | 66.8 | |
| MOTIFNET-NOCONTEXT2017.11 | 63.7 | 57 | 65.6 | |
| FREQ+OVERLAP2017.11 | 60.6 | 53.6 | 62.2 | |
| FREQ2017.11 | 59.9 | 49.4 | 64.1 | |
| MESSAGE PASSING+2017.11 | 59.3 | 52.7 | 61.3 | |
| ASSOC EMBEDScene graph constraints=false2017.11 | 54.1 | 47.9 | 55.4 | |
| MESSAGE PASSING2017.11 | 44.8 | — | 53 | |
| VRDLanguage priors=false2017.11 | 27.9 | — | 35 |