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Paper Citation Record · LEDGER

TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2409.17561.

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

pith.paper-citation-record.v1
2409.17561 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:42:26.107547Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:07:15.220856Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8be7cd65-24b6-47a7-ae15-563f1939239d · inbound

CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification cites this paper.

CLOVER: A Test Case Generation Benchmark with Coverage, Long-Context, and Verification TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T23:42:26.107547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T23:42:26.107547Z digest=sha256:2e8c11244313a5659d393d345e869c19f1610eb42399cde070d424e971918d3a

Observation 05460c55-7a88-42d1-a9f5-469868613ccd · inbound

HardTests: Synthesizing High-Quality Test Cases for LLM Coding cites this paper.

HardTests: Synthesizing High-Quality Test Cases for LLM Coding TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T12:39:58.370843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:39:58.370843Z digest=sha256:94db769e0a2583d50e23f660b8d2da99448092431531fbc4c18a1a6b1f8e150e

Observation df8f2f9d-b5fb-4c36-93a6-44936b199a5e · inbound

Mutation-Guided Unit Test Generation with a Large Language Model cites this paper.

Mutation-Guided Unit Test Generation with a Large Language Model TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 74

Resolution
verified exact
arxiv_id, observed 2026-05-19T11:07:15.222383Z

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.

source=pdf_text observed=2026-05-19T11:05:15.898419Z digest=sha256:8ed849fd0fe7a8e66aae6f5a7c0db88bf40481c1f43dc49ed6a8b12833815d6d

Observation 232477cf-05a4-4641-ad9a-aeb4b312fac2 · inbound

SAGE:Specification-Aware Grammar Extraction for Automated Test Case Generation with LLMs cites this paper.

SAGE:Specification-Aware Grammar Extraction for Automated Test Case Generation with LLMs TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T11:00:46.160055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:00:46.160055Z digest=sha256:3978049060802b5b3d728297ce7ab65d6b1498c8c38e143c235d96710700bf16

Observation 8bc6679c-be36-4654-8ab4-9c2bbf5c259b · inbound

PSearch: Search-based Patch Generation in the Era of LLM-based Automated Program Repair cites this paper.

PSearch: Search-based Patch Generation in the Era of LLM-based Automated Program Repair TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T20:47:44.819046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:47:44.819046Z digest=sha256:2188418fb9ee0f1281b95990b3459124e3b5a2f7ae4a673f39893a30f1eb4a1c

Observation cf2f71a3-4925-48f5-82d3-fce2de10f34b · inbound

Benchmarking LLMs for Unit Test Generation from Real-World Functions cites this paper.

Benchmarking LLMs for Unit Test Generation from Real-World Functions TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T10:15:37.245997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:15:37.245997Z digest=sha256:9711f54c827b617bc8fd91a23e81280b2d6bc1054b433f5875f0cc7ad2e8df96

Observation 4f82533b-509b-4629-81db-f10e666e8a85 · inbound

Call-Chain-Aware LLM-Based Test Generation for Java Projects cites this paper.

Call-Chain-Aware LLM-Based Test Generation for Java Projects TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:51:10.180283Z

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.

source=pdf_text observed=2026-05-09T20:56:02.634264Z digest=sha256:5cd55d85d22d43eb5ef4af9b875a6014783cd6f26fd3df7e53dbea97c1260014

Observation dfc5257c-2e6a-4d11-be43-ef2c55e8144c · inbound

PPO guided Agentic Pipeline for Adaptive Prompt Selection and Test Case Generation cites this paper.

PPO guided Agentic Pipeline for Adaptive Prompt Selection and Test Case Generation TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:46:40.093414Z

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.

source=pdf_text observed=2026-05-09T19:17:56.164183Z digest=sha256:979a7afe7c7b408745711ef223a88710570ce5605db06f30dc68830b2883a396

Observation 3ce5ed74-816e-4630-ba96-dce6a3070db8 · inbound

FeedbackLLM: Metadata driven Multi-Agentic Language Agnostic Test Case Generator with Evolving prompt and Coverage Feedback cites this paper.

FeedbackLLM: Metadata driven Multi-Agentic Language Agnostic Test Case Generator with Evolving prompt and Coverage Feedback TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:46:07.945625Z

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.

source=pdf_text observed=2026-05-09T15:04:59.096221Z digest=sha256:d11a8d0148bf0a54e52defb6065ceacc379bb74e33bbdbfc500ad66067669c18