Scene Graph Classification

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

3 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

7 shown of 7 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.
• 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.
• HL-Net: Heterophily Learning Network for Scene Graph Generation
  3 May 2022 1 repository listed Syntology ran 5 of 9 samples · 4 unverified
  Despite their effectiveness, however, current SGG methods only assume scene graph homophily while ignoring heterophily.
• 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.
• Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions
  16 Jun 2021 1 repository listed
  To quantify how much LOGIN is aware of relational direction, a new diagnostic task called Bidirectional Relationship Classification (BRC) is also proposed.
• 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.
• Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction
  15 Feb 2018 1 repository listed
  Machine understanding of complex images is a key goal of artificial intelligence.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.