Scene Graph Detection

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

6 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (11 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Fine-Grained Scene Graph Generation with Data Transfer
  22 Mar 2022 2 repositories listed
  Scene graph generation (SGG) is designed to extract (subject, predicate, object) triplets in images.
• DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation
  21 Mar 2024 1 repository listed
  Scene graph generation aims to capture detailed spatial and semantic relationships between objects in an image, which is challenging due to incomplete labelling, long-tailed relationship categories, and relational…
• Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge
  21 Nov 2023 1 repository listed
  This work introduces an enhanced approach to generating scene graphs by incorporating both a relationship hierarchy and commonsense knowledge.
• NeuSyRE: Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
  5 Nov 2023 1 repository listed
  We present a loosely-coupled neuro-symbolic visual understanding and reasoning framework that employs a DNN-based pipeline for object detection and multi-modal pairwise relationship prediction for scene graph generation…
• Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning
  31 May 2022 1 repository listed
  These results depict the effectiveness of commonsense knowledge infusion in improving the performance and expressiveness of scene graph generation for visual understanding and reasoning tasks.
• Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs
  18 Dec 2021 1 repository listed
  Dynamic scene graph generation from a video is challenging due to the temporal dynamics of the scene and the inherent temporal fluctuations of predictions.
• Recovering the Unbiased Scene Graphs from the Biased Ones
  5 Jul 2021 1 repository listed
  Given input images, scene graph generation (SGG) aims to produce comprehensive, graphical representations describing visual relationships among salient objects.
• Energy-Based Learning for Scene Graph Generation
  3 Mar 2021 1 repository listed
  The proposed formulation allows for efficiently incorporating the structure of scene graphs in the output space.