Metric: R@50 (higher is better)
| # | Model↕ | R@50▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Yu et. al [[Yu et al.2017a]] | 22.68 | No | Visual Relationship Detection with Internal and ... | 2017-07-28 | - |
| 2 | BLOCK | 19.06 | No | BLOCK: Bilinear Superdiagonal Fusion for Visual ... | 2019-01-31 | Code |
| 3 | vrd-dsr | 19.03 | No | - | - | Code |
| 4 | Liang et. al [[Liang, Lee, and Xing2017]] | 18.19 | No | Deep Variation-structured Reinforcement Learning... | 2017-03-08 | Code |
| 5 | Dai et. al [[Dai, Zhang, and Lin2017]] | 17.73 | No | Detecting Visual Relationships with Deep Relatio... | 2017-04-11 | Code |
| 6 | Peyre et. al [[Peyre et al.2017]] | 15.8 | No | Weakly-supervised learning of visual relations | 2017-07-29 | - |
| 7 | Zhang et. al [[Hanwang Zhang2017]] | 14.07 | No | Visual Translation Embedding Network for Visual ... | 2017-02-27 | Code |
| 8 | Lu et. al [[Lu et al.2016]] | 13.86 | No | Visual Relationship Detection with Language Priors | 2016-07-31 | - |