Scene Graph Generation
A scene graph is a structured representation of an image, where nodes in a scene graph correspond to object bounding boxes with their object categories, and edges correspond to their pairwise relationships between objects. The task of Scene Graph Generation is to generate a visually-grounded scene graph that most accurately correlates with an image.
Papers
Showing 1–10 of 318 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ExpressiveSGG | R@100 | 39.12 | — | Unverified |
| 2 | NeuSyRE | R@100 | 39.1 | — | Unverified |
| 3 | KnowZRel | zR@100 | 35.65 | — | Unverified |
| 4 | SpeaQ (without reweighting) | Recall@50 | 32.9 | — | Unverified |
| 5 | SpeaQ (with reweighting) | Recall@50 | 32.1 | — | Unverified |
| 6 | Causal-TDE | Recall@50 | 31.93 | — | Unverified |
| 7 | SG-EBM | Recall@50 | 31.74 | — | Unverified |
| 8 | GPS-Net | Recall@50 | 28.9 | — | Unverified |
| 9 | LOGIN | Recall@50 | 28.2 | — | Unverified |
| 10 | VCTree | Recall@50 | 27.9 | — | Unverified |