Crime Prediction

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

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

12 shown of 12 papers with code (47 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.

• Innovative LSGTime Model for Crime Spatiotemporal Prediction Based on MindSpore Framework
  26 Mar 2025 1 repository listed
  With the acceleration of urbanization, the spatiotemporal characteristics of criminal activities have become increasingly complex.
• SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks
  13 Sep 2024 1 repository listed Syntology ran 6 of 11 samples · 5 unverified · 11 pointer-only (licence)
  Quantifying uncertainty is crucial for robust and reliable predictions.
• Explainable Spatio-Temporal Graph Neural Networks
  26 Oct 2023 1 repository listed
  Furthermore, we propose a structure distillation approach based on the Graph Information Bottleneck (GIB) principle with an explainable objective, which is instantiated by the STG encoder and decoder.
• Spatio-Temporal Meta Contrastive Learning
  26 Oct 2023 1 repository listed
  Although recent STGNN models with contrastive learning aim to address these challenges, most of them use pre-defined augmentation strategies that heavily depend on manual design and cannot be customized for different…
• Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction
  18 Apr 2022 1 repository listed
  Crime has become a major concern in many cities, which calls for the rising demand for timely predicting citywide crime occurrence.
• Multi-Graph Fusion Networks for Urban Region Embedding
  24 Jan 2022 1 repository listed Syntology ran 2 of 5 samples · 3 unverified · 5 pointer-only (licence)
  Human mobility data contains rich but abundant information, which yields to the comprehensive region embeddings for cross domain tasks.
• Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning
  7 Jan 2022 1 repository listed
  Crime prediction is crucial for public safety and resource optimization, yet is very challenging due to two aspects: i) the dynamics of criminal patterns across time and space, crime events are distributed unevenly on…
• Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions
  29 Nov 2021 1 repository listed
  Existing approaches to the crime prediction problem are unsuccessful in expressing the details since they assign the probability values to large regions.
• Multi-axis Attentive Prediction for Sparse EventData: An Application to Crime Prediction
  5 Oct 2021 1 repository listed
  We additionally introduce a novel Frobenius norm-based contrastive learning objective to improve latent representational generalization.
• AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction
  16 Dec 2020 1 repository listed
  Accuracy and interpretability are two essential properties for a crime prediction model.
• San Francisco Crime Classification
  13 Jul 2016 1 repository listed
  San Francisco Crime Classification is an online competition administered by Kaggle Inc.
• Crime Prediction Based On Crime Types And Using Spatial And Temporal Criminal Hotspots
  9 Aug 2015 1 repository listed
  This paper focuses on finding spatial and temporal criminal hotspots.

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.