Text Reranking

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

3 shown of 3 papers with code (6 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.

• MTEB: Massive Text Embedding Benchmark
  13 Oct 2022 5 repositories listed Syntology ran 3 of 13 samples · 10 unverified
  MTEB spans 8 embedding tasks covering a total of 58 datasets and 112 languages.
• CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking
  1 Dec 2024 1 repository listed Syntology ran 0 of 14 samples · 14 unverified
  Effective code retrieval plays a crucial role in advancing code generation, bug fixing, and software maintenance, particularly as software systems increase in complexity.
• Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval
  3 Nov 2023 1 repository listed
  We present Multi-EuP, a new multilingual benchmark dataset, comprising 22K multi-lingual documents collected from the European Parliament, spanning 24 languages.

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.