Saliency Ranking

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

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

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

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (15 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.

• A Deep Learning Framework for Visual Attention Prediction and Analysis of News Interfaces
  21 Mar 2025 1 repository listed
  News outlets' competition for attention in news interfaces has highlighted the need for demographically-aware saliency prediction models.
• Cross-Entropy Attacks to Language Models via Rare Event Simulation
  21 Jan 2025 1 repository listed
  Black-box textual adversarial attacks are challenging due to the lack of model information and the discrete, non-differentiable nature of text.
• Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object Detection
  13 Aug 2024 1 repository listed
  With the ever-growing variety of object detection approaches, this study explores a series of experiments that combine reinforcement learning (RL)-based visual attention methods with saliency ranking techniques to…
• SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding
  6 Jul 2024 1 repository listed Syntology ran 9 of 13 samples · 4 unverified · 13 pointer-only (licence)
  Temporal grounding, also known as video moment retrieval, aims at locating video segments corresponding to a given query sentence.
• Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks
  1 Jan 2024 1 repository listed
  Saliency ranking detection (SRD) has emerged as a challenging task in computer vision aiming not only to identify salient objects within images but also to rank them based on their degree of saliency.
• Rethinking Object Saliency Ranking: A Novel Whole-flow Processing Paradigm
  6 Dec 2023 1 repository listed
  To conquer, this paper proposes a new paradigm for saliency ranking, which aims to completely focus on ranking salient objects by their "importance order".
• Partitioned Saliency Ranking with Dense Pyramid Transformers
  1 Aug 2023 1 repository listed
  The ranking by partition paradigm alleviates ranking ambiguities in a general sense, as it consistently improves the performance of other saliency ranking models.
• Bi-directional Object-context Prioritization Learning for Saliency Ranking
  17 Mar 2022 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  We observe that spatial attention works concurrently with object-based attention in the human visual recognition system.
• Inferring Attention Shift Ranks of Objects for Image Saliency
  1 Jun 2020 1 repository listed
  Following psychological studies, in this paper, we propose to predict the saliency rank by inferring human attention shift.

Syntology lines on 2 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.