Paper Citation Record · LEDGER

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 5 inbound Pith citation observations for arXiv:2506.21182.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.21182 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:35:13.093148Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:18:20.949593Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T19:26:00.240564Z

Reference resolution

24 of 24 outbound references displayed

verified exact2
verified fuzzy4
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc015291-fb3c-4f0c-aea2-a76f91573f7b · outbound

This paper cites write newline.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:11.619868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6954651-7d59-49df-9a64-0400f6dd7706 · outbound

This paper cites Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:11.703675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7661e68-b4f1-48e1-b046-b8783de12368 · outbound

This paper cites Writing style matters: An examination of bias and fairness in information retrieval systems.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Writing style matters: An examination of bias and fairness in information retrieval systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:11.785148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5730a9c4-46ad-4ad3-b5e8-92b0d06bd75d · outbound

This paper cites How Contaminated Is Your Benchmark? Quantifying Dataset Leakage in Large Language Models with Kernel Divergence.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks How Contaminated Is Your Benchmark? Quantifying Dataset Leakage in Large Language Models with Kernel Divergence

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:11.856700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e909dd-0cb8-487f-b3aa-e3ae168bc140 · outbound

This paper cites MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks MTEB-French: Resources for French Sentence Embedding Evaluation and Analysis

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:11.919131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4502e32-97ba-443b-9ba6-7a9c002d969f · outbound

This paper cites The scandinavian embedding benchmarks: Comprehensive assessment of multilingual and monolingual text embedding.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks The scandinavian embedding benchmarks: Comprehensive assessment of multilingual and monolingual text embedding

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:35:15.052288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50c1ae63-53c1-405a-8c09-d6f91cb3a81c · outbound

This paper cites O . V., Kundu, A., Bernstorff, M., Xiao, S., Sukhlecha, A., Pahwa, B., Po \'s wiata, R., GV, K. K., Ashraf, S., Auras, D., Pl \.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks O . V., Kundu, A., Bernstorff, M., Xiao, S., Sukhlecha, A., Pahwa, B., Po \'s wiata, R., GV, K. K., Ashraf, S., Auras, D., Pl \

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:35:14.746440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5304ae2b-603c-46f1-b4b9-f9f663c56264 · outbound

This paper cites ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.141761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa700ec6-1f63-460f-83c2-d873f5117a93 · outbound

This paper cites CLIP \_benchmark: CLIP -like model evaluation.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks CLIP \_benchmark: CLIP -like model evaluation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:35:14.357560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e6a3426-42b0-4155-9b82-17f09ce97eae · outbound

This paper cites CoIR: A Comprehensive Benchmark for Code Information Retrieval Models.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks CoIR: A Comprehensive Benchmark for Code Information Retrieval Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.266397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14bfc31f-030d-4465-86a8-a96b428aff1d · outbound

This paper cites and Schwartz, R.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks and Schwartz, R

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.376026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 437b6af7-f173-4e8b-895e-b1d14eb418da · outbound

This paper cites Contextual Document Embeddings.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Contextual Document Embeddings

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.409301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea6d98e-3f2a-4bb7-86f7-29287b24072e · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks MTEB: Massive Text Embedding Benchmark

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.465163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a532fab3-af1e-4153-9bfe-f7fb55546d62 · outbound

This paper cites Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.500840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567bf174-d8ae-46ca-872c-51a53b3af4d0 · outbound

This paper cites Bias in Text Embedding Models.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Bias in Text Embedding Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:35:13.727816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7558f8f8-fd61-4ebb-b809-049679d65395 · outbound

This paper cites Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.647599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ee8bb3-72cc-41b1-bc78-cfdcfdee0b24 · outbound

This paper cites jina-embeddings-v3: Multilingual Embeddings With Task LoRA.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.692894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c77122c4-a349-4b5b-9da2-d1079678cb2e · outbound

This paper cites BEIR : A heterogeneous benchmark for zero-shot evaluation of information retrieval models.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks BEIR : A heterogeneous benchmark for zero-shot evaluation of information retrieval models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:35:14.152279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 05c19435-d1dd-44f6-b27a-be4591440e32 · outbound

This paper cites Improving Text Embeddings with Large Language Models.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Improving Text Embeddings with Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.790707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a1f702f-92c1-40f5-b859-4c56cd314c0c · outbound

This paper cites Improving text embeddings with large language models.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Improving text embeddings with large language models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.833857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e46fcb-9758-43b5-85c6-4869c635cddb · outbound

This paper cites Multilingual E5 Text Embeddings: A Technical Report.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks Multilingual E5 Text Embeddings: A Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:12.933491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d5d24d-91fb-422f-bcb3-4cd9c48ba5a2 · outbound

This paper cites German Text Embedding Clustering Benchmark.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks German Text Embedding Clustering Benchmark

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:35:13.447689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd490549-fd35-4e84-b266-936722eb4d88 · outbound

This paper cites MIEB: Massive Image Embedding Benchmark.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks MIEB: Massive Image Embedding Benchmark

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:13.025135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fcf5076-d0e0-47bd-bd4f-4755d1da03f8 · outbound

This paper cites C-pack: Packed resources for general chinese embeddings.

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks C-pack: Packed resources for general chinese embeddings

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T22:35:13.093148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c9f2b535-989e-47b5-be48-684d42a40569 · inbound

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning cites this paper.

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:20.949593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12dd8bdc-8af7-4542-8dc9-ddce17c36247 · inbound

Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model cites this paper.

Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:30:14.449163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68f5622d-02d6-4ac9-8a53-feb31497a7d3 · inbound

Beyond Bag-of-Patches: Learning Global Layout via Textual Supervision for Late-Interaction Visual Document Retrieval cites this paper.

Beyond Bag-of-Patches: Learning Global Layout via Textual Supervision for Late-Interaction Visual Document Retrieval Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:06:35.758964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62b24ec6-f79a-44ef-8c29-2f325e833a4b · inbound

How Hard is it to Rig a Benchmark? A Social Choice Analysis of Leaderboard Robustness cites this paper.

How Hard is it to Rig a Benchmark? A Social Choice Analysis of Leaderboard Robustness Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:40:24.385258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b3f2d665-0f5e-47be-863b-bff874ba7f29 · inbound

On the Robustness of Multilingual Text Embedding Rankings Across Learning Tasks, Languages, and Benchmark Datasets cites this paper.

On the Robustness of Multilingual Text Embedding Rankings Across Learning Tasks, Languages, and Benchmark Datasets Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:26:00.242071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.