Predicate 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

4 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

11 shown of 11 papers with code (22 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.

• 1st Place Solution for PSG competition with ECCV'22 SenseHuman Workshop
  6 Feb 2023 2 repositories listed
  Panoptic Scene Graph (PSG) generation aims to generate scene graph representations based on panoptic segmentation instead of rigid bounding boxes.
• 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.
• SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences
  27 Mar 2021 2 repositories listed
  Scene graphs are a compact and explicit representation successfully used in a variety of 2D scene understanding tasks.
• Situational Scene Graph for Structured Human-centric Situation Understanding
  30 Oct 2024 1 repository listed
  Based on our proposed representation, we introduce the task of situational scene graph generation and propose a multi-stage pipeline Interactive and Complementary Network (InComNet) to address the task.
• 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.
• Hierarchical Relationships: A New Perspective to Enhance Scene Graph Generation
  13 Mar 2023 1 repository listed Syntology ran 1 of 2 samples · 1 unverified
  This paper presents a finding that leveraging the hierarchical structures among labels for relationships and objects can substantially improve the performance of scene graph generation systems.
• Fine-Grained Predicates Learning for Scene Graph Generation
  6 Apr 2022 1 repository listed Syntology ran 9 of 10 samples · 1 unverified · 10 pointer-only (licence)
  The performance of current Scene Graph Generation models is severely hampered by some hard-to-distinguish predicates, e.
• Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation
  17 Mar 2022 1 repository listed
  Scene graph generation is a sophisticated task because there is no specific recognition pattern (e.
• Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs
  8 Dec 2021 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  To this end, we propose a new classification-then-grounding framework for VidSGG, which can avoid all the three overlooked drawbacks.
• 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.
• Visual Distant Supervision for Scene Graph Generation
  29 Mar 2021 1 repository listed Syntology ran 1 of 5 samples · 4 unverified
  In this work, we propose visual distant supervision, a novel paradigm of visual relation learning, which can train scene graph models without any human-labeled data.

Syntology lines on 4 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.