Zero-Shot Human-Object Interaction 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

2 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 (9 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.

• RLIPv2: Fast Scaling of Relational Language-Image Pre-training
  18 Aug 2023 3 repositories listed Syntology ran 22 of 30 samples · 8 unverified
  In this paper, we propose RLIPv2, a fast converging model that enables the scaling of relational pre-training to large-scale pseudo-labelled scene graph data.
• ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection
  14 Aug 2020 2 repositories listed
  We consider the problem of Human-Object Interaction (HOI) Detection, which aims to locate and recognize HOI instances in the form of <human, action, object> in images.
• Locality-Aware Zero-Shot Human-Object Interaction Detection
  26 May 2025 1 repository listed
  Recent methods for zero-shot Human-Object Interaction (HOI) detection typically leverage the generalization ability of large Vision-Language Model (VLM), i.
• Unseen No More: Unlocking the Potential of CLIP for Generative Zero-shot HOI Detection
  12 Aug 2024 1 repository listed
  Then, we extract realistic features of seen samples and mix them with synthetic features together, allowing the model to train seen and unseen classes jointly.
• Boosting Zero-Shot Human-Object Interaction Detection with Vision-Language Transfer
  18 Mar 2024 1 repository listed
  Human-Object Interaction (HOI) detection is a crucial task that involves localizing interactive human-object pairs and identifying the actions being performed.
• Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model
  20 May 2023 1 repository listed
  Extensive experiments demonstrate that DiffHOI significantly outperforms the state-of-the-art in regular detection (i.
• RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning
  24 Apr 2022 1 repository listed Syntology ran 6 of 10 samples · 4 unverified · 10 pointer-only (licence)
  This task remains challenging for current deep learning algorithms since it requires addressing three key technical problems jointly: 1) identifying object entities and their properties, 2) inferring semantic relations…
• End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation
  1 Apr 2022 1 repository listed Syntology ran 1 of 5 samples · 4 unverified
  Extensive experiments on HICO-Det dataset demonstrate that our model discovers potential interactive pairs and enables the recognition of unseen HOIs.

Syntology lines on 3 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.