Key Point Matching

Description from the archive archive 2025-07-28.

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.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

10 shown of 10 papers with code (14 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.

• AdaLAM: Revisiting Handcrafted Outlier Detection
  7 Jun 2020 3 repositories listed Syntology ran 0 of 19 samples · 19 unverified
  Local feature matching is a critical component of many computer vision pipelines, including among others Structure-from-Motion, SLAM, and Visual Localization.
• LightGlue: Local Feature Matching at Light Speed
  23 Jun 2023 2 repositories listed Syntology ran 18 of 40 samples · 22 unverified
  We introduce LightGlue, a deep neural network that learns to match local features across images.
• Quantitative Argument Summarization and Beyond: Cross-Domain Key Point Analysis
  11 Oct 2020 2 repositories listed
  Recent work has proposed to summarize arguments by mapping them to a small set of expert-generated key points, where the salience of each key point corresponds to the number of its matching arguments.
• DeDoDe v2: Analyzing and Improving the DeDoDe Keypoint Detector
  13 Apr 2024 1 repository listed Syntology ran 2 of 4 samples · 2 unverified
  First, we find that DeDoDe keypoints tend to cluster together, which we fix by performing non-max suppression on the target distribution of the detector during training.
• Stable Remaster: Bridging the Gap Between Old Content and New Displays
  11 Jun 2023 1 repository listed
  We explore the ability to combine multiple independent computer vision tasks to attempt to solve the problem of expanding aspect ratios of old animated content such that the new content would be indistinguishable from…
• RoMa: Robust Dense Feature Matching
  24 May 2023 1 repository listed Syntology ran 0 of 2 samples · 2 unverified
  The aim is to learn a robust model, i.
• ENRICH: Multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry
  1 Apr 2023 1 repository listed
  The availability of high-resolution data and accurate ground truth is essential to evaluate and compare methods and algorithms properly.
• Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders
  1 Nov 2021 1 repository listed
  We contribute to the ArgMining 2021 shared task on Quantitative Summarization and Key Point Analysis with two approaches for argument key point matching.
• Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching
  24 Oct 2021 1 repository listed
  We present the system description for our submission towards the Key Point Analysis Shared Task at ArgMining 2021.
• Probabilistic Inference for Camera Calibration in Light Microscopy under Circular Motion
  30 Oct 2019 1 repository listed
  Robust and accurate camera calibration is essential for 3D reconstruction in light microscopy under circular motion.

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.