Paper Citation Record · LEDGER

SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 40 inbound Pith citation observations for arXiv:2410.03859.

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

pith.paper-citation-record.v1
2410.03859 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 40 of 40 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:17.468272Z

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 569e9854-eada-48dd-817c-1d3e64809d0a · inbound

KernelBench: Can LLMs Write Efficient GPU Kernels? cites this paper.

KernelBench: Can LLMs Write Efficient GPU Kernels? SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:55:02.102197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0182c42b-11f8-4bfa-9994-6139a69d8496 · inbound

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution cites this paper.

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:27:56.346568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb7b2022-6b02-4d15-b491-9a50cc08c345 · inbound

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments cites this paper.

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 82

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T11:57:16.238337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c65b9d81-33ba-4eb1-ae19-eae98d3585b1 · inbound

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design cites this paper.

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:26:15.130136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a21d675-1c13-4335-81f9-84ac9f795873 · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:17.468272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe719371-92cc-4834-a8a2-9e075993215e · inbound

Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows cites this paper.

Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:34:31.618617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae7f4e5-42dd-471d-b023-015998974436 · inbound

Multilingual Multimodal Software Developer for Code Generation cites this paper.

Multilingual Multimodal Software Developer for Code Generation SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.357081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3789f81f-780c-4954-b3d2-29b734b7aab6 · inbound

The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering cites this paper.

The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:38:55.375974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0521b7dd-b328-4137-8a6e-81d155a0e877 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 109

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:23:15.799098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad34d2a1-8cf0-47ca-92de-de061c9c6bc5 · inbound

Adversarial Bug Reports as a Security Risk in Language Model-Based Automated Program Repair cites this paper.

Adversarial Bug Reports as a Security Risk in Language Model-Based Automated Program Repair SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T10:29:20.689824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c816a82b-f825-466f-9d70-8f6afb83e9bc · inbound

SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks? cites this paper.

SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks? SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T13:48:53.774713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95d2e266-5e50-487d-bc5f-4125e7126727 · inbound

How can we assess human-agent interactions? Case studies in software agent design cites this paper.

How can we assess human-agent interactions? Case studies in software agent design SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T10:36:40.623619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1039a3cb-282b-4028-9ccb-226845f49d14 · inbound

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios cites this paper.

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 60

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T20:28:24.528054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 66cdd8a2-8d5a-4c27-bc17-cbdd02e06549 · inbound

Compass vs Railway Tracks: Unpacking User Mental Models for Communicating Long-Horizon Work to Humans vs. AI cites this paper.

Compass vs Railway Tracks: Unpacking User Mental Models for Communicating Long-Horizon Work to Humans vs. AI SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 89

Resolution: verified exact; arxiv_id, observed 2026-05-16T14:11:01.384484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3ebc9cc-6ce8-49bf-a4b2-957fe8b7779d · inbound

Compiling Large Multi-Modal Requirement Documents into Runnable Software Systems: From an Agentic Test-Driven Perspective cites this paper.

Compiling Large Multi-Modal Requirement Documents into Runnable Software Systems: From an Agentic Test-Driven Perspective SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T23:31:17.421699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e31f8ef-6b5a-44c4-8f5d-6d244db49fe9 · inbound

AlphaEval: Evaluating Agents in Production cites this paper.

AlphaEval: Evaluating Agents in Production SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:45:58.877213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d13fd6b-bae3-476c-9a8b-788fc466c5fd · inbound

Agentic AI in the Software Development Lifecycle: Architecture, Empirical Evidence, and the Reshaping of Software Engineering cites this paper.

Agentic AI in the Software Development Lifecycle: Architecture, Empirical Evidence, and the Reshaping of Software Engineering SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:56:26.738521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd71bb2e-2a45-426d-a00d-50930f3ba827 · inbound

The Conversations Beneath the Code: Triadic Data for Long-Horizon Software Engineering Agents cites this paper.

The Conversations Beneath the Code: Triadic Data for Long-Horizon Software Engineering Agents SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:25:39.708557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5356b90d-e7b9-4a66-a319-e9d47b33bc26 · inbound

SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning cites this paper.

SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 94

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:21:26.539858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 085178c1-03f3-4b6f-956a-f03900be35ec · inbound

SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning cites this paper.

SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 94

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T21:32:59.504330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a779983-db03-424a-b2f2-10e14520202f · inbound

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades cites this paper.

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T02:33:32.348124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41f1a7c4-cf12-47f7-ad24-997f0c3ee081 · inbound

Open-World Evaluations for Measuring Frontier AI Capabilities cites this paper.

Open-World Evaluations for Measuring Frontier AI Capabilities SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:39:43.750853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5bdc529-81b9-402c-8587-8a1d835b3434 · inbound

ElasticMem: Latent Memory as a Learnable Resource for LLM Agents cites this paper.

ElasticMem: Latent Memory as a Learnable Resource for LLM Agents SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T00:22:51.863309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ccc90743-de5f-4748-b3b5-bdb7d7df450e · inbound

I-WebGenBench : Evaluating Interactivity in LLM-Generated Scientific Web Applications cites this paper.

I-WebGenBench : Evaluating Interactivity in LLM-Generated Scientific Web Applications SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T19:42:36.256892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33d5f3d5-9b40-45c6-b172-dab231b14e54 · inbound

Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations cites this paper.

Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T20:22:37.804536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bb2696f8-df19-4e7c-90af-a0223aacb4d4 · inbound

RealClawBench: Live OpenClaw Benchmarks from Real Developer-Agent Sessions cites this paper.

RealClawBench: Live OpenClaw Benchmarks from Real Developer-Agent Sessions SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:36:29.215914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 38fa32d3-1c5a-4cff-b2b0-c8185b33f454 · inbound

Asuka-Bench: Benchmarking Code Agents on Underspecified User Intent and Multi-Round Refinement cites this paper.

Asuka-Bench: Benchmarking Code Agents on Underspecified User Intent and Multi-Round Refinement SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-02T14:27:04.283039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19d84601-11dd-49dc-aa1c-5df8de9866df · inbound

What makes a harness a harness: necessary and sufficient conditions for an agent harness cites this paper.

What makes a harness a harness: necessary and sufficient conditions for an agent harness SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-06-27T15:21:00.801996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b70e4fc8-eb15-4695-8bf6-f249c480ea16 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 282

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:57:41.639775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d02e1bb-f5eb-4d85-a741-0e422d144021 · inbound

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 146

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T10:58:02.881675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c8df488-9523-4581-9792-dc4616f0332a · inbound

Dissecting model behavior through agent trajectories cites this paper.

Dissecting model behavior through agent trajectories SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:18:56.805422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a038349-a69d-4a13-9a3b-b18c1670b277 · inbound

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering cites this paper.

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-03T22:08:58.945492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f80db8c-a37a-4106-98e8-666af8c28a14 · inbound

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering cites this paper.

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:03.963144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41139610-86fb-4ddb-b748-6ef934e23745 · inbound

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier cites this paper.

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T08:57:48.236521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e12773f3-bcc7-4168-9eae-0b672d7bcb66 · inbound

StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns cites this paper.

StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:19:23.939382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59593680-b4e8-4ac0-adfe-660c1024b766 · inbound

Unlocking Model Potentials Through Adaptive Multi-Agent Scaffolding for Efficient Issue Resolution cites this paper.

Unlocking Model Potentials Through Adaptive Multi-Agent Scaffolding for Efficient Issue Resolution SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:20:07.769919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c9d3edf-dcc3-4f85-8f1b-787e72c9847a · inbound

SWE-Router: Routing in Multi-turn Agentic Software Engineering Tasks cites this paper.

SWE-Router: Routing in Multi-turn Agentic Software Engineering Tasks SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T18:37:16.506209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4605d47-9cd8-480f-9cc4-c8952400f1ea · inbound

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent cites this paper.

LoopsBench: From Harness Engineering to Loop Engineering in Benchmarking Coding Agent SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:46.348120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c428be79-3082-463a-a539-fe217ca6d6cf · inbound

MT-Web2Code: Benchmarking Coding Agents on Multi-Turn Regional Reconstruction and Localized Modification cites this paper.

MT-Web2Code: Benchmarking Coding Agents on Multi-Turn Regional Reconstruction and Localized Modification SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T18:29:10.457483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 474521f1-6871-4316-9674-9fed3c956337 · inbound

Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports cites this paper.

Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T19:02:40.658366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.