Paper Citation Record · LEDGER

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks

As of 4 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 1 inbound Pith citation observation for arXiv:2511.04355.

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

pith.paper-citation-record.v1
2511.04355 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:43:15.246548Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:16:30.725358Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T06:56:44.727065Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cad37e20-552c-414a-859e-82199c07ed36 · outbound

This paper cites an unresolved cited work.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:14.703226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b212e767-b003-45ec-9d31-97f35e21915d · outbound

This paper cites an unresolved cited work.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:14.735306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d89f27f7-d5a2-4b29-b2a9-4479aab96e78 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks Evaluating Large Language Models Trained on Code

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:14.786547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f4ff59-3277-4774-950d-ec6952061c44 · outbound

This paper cites Program Synthesis with Large Language Models.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks Program Synthesis with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:14.853124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b511eb66-97da-4e5a-9526-7986e81dd6df · outbound

This paper cites A Comprehensive Survey of Contamination Detection Methods in Large Language Models.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks A Comprehensive Survey of Contamination Detection Methods in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:14.882558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f02549c-e2cb-47f2-ad33-7dd4011b3610 · outbound

This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:14.940179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56be89f8-b821-4f69-b6f4-d5f5a7191cdb · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:14.983161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4ee9963-cdfa-4185-a2a3-c30eee9424e3 · outbound

This paper cites an unresolved cited work.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:15.074745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b213d7f-3344-4e7e-9e2a-b143a710c997 · outbound

This paper cites HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:15.114501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f913bb4-fb57-465d-95e6-93f62a46e99f · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks Measuring Coding Challenge Competence With APPS

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:15.170191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab594daf-a75d-4197-8369-128f0ea6b1d5 · outbound

This paper cites an unresolved cited work.

Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T23:43:15.246548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a62c1ff0-61b9-4a91-91ea-ba6bd33f0908 · inbound

FailureScope: Cross-Regime Behavioral Diagnosis of Language Model Weaknesses cites this paper.

FailureScope: Cross-Regime Behavioral Diagnosis of Language Model Weaknesses Where Do LLMs Still Struggle? An In-Depth Analysis of Code Generation Benchmarks

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:14.138901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.