Visual Relationship Detection
Visual relationship detection (VRD) is one newly developed computer vision task aiming to recognize relations or interactions between objects in an image. It is a further learning task after object recognition and is essential for fully understanding images, even the visual world.
Papers
Showing 1–10 of 82 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Yu et. al [[Yu et al.2017a]] | R@100 | 31.89 | — | Unverified |
| 2 | vrd-dsr | R@100 | 23.29 | — | Unverified |
| 3 | BLOCK | R@100 | 20.96 | — | Unverified |
| 4 | Dai et. al [[Dai, Zhang, and Lin2017]] | R@100 | 20.88 | — | Unverified |
| 5 | Liang et. al [[Liang, Lee, and Xing2017]] | R@100 | 20.79 | — | Unverified |
| 6 | Peyre et. al [[Peyre et al.2017]] | R@100 | 17.1 | — | Unverified |
| 7 | Zhang et. al [[Hanwang Zhang2017]] | R@100 | 15.2 | — | Unverified |
| 8 | Lu et. al [[Lu et al.2016]] | R@100 | 14.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Yu et. al [[Yu et al.2017a]] | R@100 | 29.43 | — | Unverified |
| 2 | BLOCK | R@100 | 28.96 | — | Unverified |
| 3 | Dai et. al [[Dai, Zhang, and Lin2017]] | R@100 | 23.45 | — | Unverified |
| 4 | Liang et. al [[Liang, Lee, and Xing2017]] | R@100 | 22.6 | — | Unverified |
| 5 | Zhang et. al [[Hanwang Zhang2017]] | R@100 | 22.42 | — | Unverified |
| 6 | Peyre et. al [[Peyre et al.2017]] | R@100 | 19.5 | — | Unverified |
| 7 | Lu et. al [[Lu et al.2016]] | R@100 | 17.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Yu et. al [[Yu et al.2017a]] | R@100 | 94.65 | — | Unverified |
| 2 | vrd-dsr | R@100 | 93.18 | — | Unverified |
| 3 | BLOCK | R@100 | 92.58 | — | Unverified |
| 4 | Dai et. al [[Dai, Zhang, and Lin2017]] | R@100 | 81.9 | — | Unverified |
| 5 | Peyre et. al [[Peyre et al.2017]] | R@100 | 52.6 | — | Unverified |
| 6 | Lu et. al [[Lu et al.2016]] | R@100 | 47.87 | — | Unverified |
| 7 | Zhang et. al [[Hanwang Zhang2017]] | R@100 | 44.76 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PEVL | R@100 | 66.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Ours - v | R@50 k=1 | 15 | — | Unverified |