Paper Citation Record · LEDGER

VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2406.17681.

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

pith.paper-citation-record.v1
2406.17681 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:27:46.801850Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b6ebbdd2-5bc8-4818-b037-e587c94cb47f · inbound

UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models cites this paper.

UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T19:27:46.801850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a6b919-8448-4ca2-b844-46c804bc44b4 · inbound

CapBencher: Give Your LLM Benchmark a Built-in Alarm for Test-Set Overfitting cites this paper.

CapBencher: Give Your LLM Benchmark a Built-in Alarm for Test-Set Overfitting VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:44:34.527611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3eca25f-0978-4c78-996a-cf6f2e0748a7 · inbound

SciDA: Scientific Dynamic Assessor of LLMs cites this paper.

SciDA: Scientific Dynamic Assessor of LLMs VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:18.482624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e6a57ae-b729-439c-ad64-453e059d7b46 · inbound

Investigating Advanced Reasoning of Large Language Models via Black-Box Environment Interaction cites this paper.

Investigating Advanced Reasoning of Large Language Models via Black-Box Environment Interaction VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T21:36:51.921349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 75bd40fc-d788-4a65-a650-05bc3d64cba2 · inbound

Interactive Evaluation Requires a Design Science cites this paper.

Interactive Evaluation Requires a Design Science VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:58:14.009023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1705460c-872b-494b-9257-08bef7e78f9b · inbound

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications cites this paper.

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T17:24:56.549713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ffb8bc5c-5013-4dfe-8042-d9db16fc59fd · inbound

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation cites this paper.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.950950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.