Paper Citation Record · LEDGER

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

As of 23 August 2026, this Paper Citation Record lists 100 of 142 outbound references and 5 inbound Pith citation observations for arXiv:2505.18223.

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

pith.paper-citation-record.v1
2505.18223 v2

Coverage vector

measured 100 of 142 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:46:56.334492Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:39:03.476630Z

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

100 of 142 outbound references displayed

verified exact0
verified fuzzy15
unresolved84
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ecc08bef-6e53-407b-90a6-bd6714fc6d3b · outbound

This paper cites https://openai.com/chatgpt/overview/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://openai.com/chatgpt/overview/

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:47.375570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a41767eb-7ca6-4088-954c-269d6eab8387 · outbound

This paper cites https://kdigo.org/guidelines/ ckd-evaluation-and-management/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://kdigo.org/guidelines/ ckd-evaluation-and-management/

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:47.422036Z

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Observation 0ec5e043-740e-41ab-8cc8-d2b9a2160b9a · outbound

This paper cites https://claude.ai/login?returnTo=%2F%3F.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://claude.ai/login?returnTo=%2F%3F

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:47.538518Z

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Observation ed4e1285-fefe-4e8d-b6e1-3edd4299a2fd · outbound

This paper cites https://www.deepseek.com/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.deepseek.com/

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:47.644511Z

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Observation 17dcf292-639c-4df1-92b5-313b86dbeed5 · outbound

This paper cites https:// playwright.dev/python/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https:// playwright.dev/python/

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:47.751152Z

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Observation 12090ef0-2de9-4b51-96f1-f07cf0f1200c · outbound

This paper cites https://gemini.google.com/app.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://gemini.google.com/app

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:47.835901Z

Source-reported events for the cited work

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Observation 77e27f61-5a20-4d86-9a52-6596c68fba6f · outbound

This paper cites https://grok.com/?ref=findaitools.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://grok.com/?ref=findaitools

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:47.906553Z

Source-reported events for the cited work

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Observation fd3e7bcf-80ca-424c-b9ed-081d2689aa73 · outbound

This paper cites https://openai.com/index/ improvements-to-data-analysis-in-chatgpt/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://openai.com/index/ improvements-to-data-analysis-in-chatgpt/

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.019029Z

Source-reported events for the cited work

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Observation fcae7a13-e180-435e-b35e-8df02835c009 · outbound

This paper cites https://www.anthropic.com/news/ analysis-tool.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.anthropic.com/news/ analysis-tool

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.103552Z

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Observation 8e32d172-f5d9-4b65-9f9e-b1af06aa87a9 · outbound

This paper cites https://github.com/ jupyterlab/jupyter-ai.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://github.com/ jupyterlab/jupyter-ai

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.197118Z

Source-reported events for the cited work

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Observation 17cef869-52e8-44ac-818f-818f24ec8b60 · outbound

This paper cites https://www.kaggle.com/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.kaggle.com/

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.280980Z

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Observation 220e6105-e3d3-44f4-a087-ef6266520e49 · outbound

This paper cites https://docs.litellm.ai/docs/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://docs.litellm.ai/docs/

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.354070Z

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Observation b327b415-f453-4565-a74a-c816d7cf279e · outbound

This paper cites https://www.llama.com/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.llama.com/

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.461121Z

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Observation e1af57cb-18b0-401e-bcf5-60318fa7072a · outbound

This paper cites https://corporatefinanceinstitute.com/ resources/financial-modeling/modeloff-guide/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://corporatefinanceinstitute.com/ resources/financial-modeling/modeloff-guide/

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.539289Z

Source-reported events for the cited work

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Observation f29a29f3-9504-43be-b4fe-f2acdad40c95 · outbound

This paper cites https://openai.com/index/ o3-o4-mini-system-card/.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://openai.com/index/ o3-o4-mini-system-card/

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.624374Z

Source-reported events for the cited work

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Observation 55ecbb75-05d9-4bc2-a787-3e58880c994e · outbound

This paper cites https://kaggle.com/code/alexisbcook/titanic-tutorial.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://kaggle.com/code/alexisbcook/titanic-tutorial

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.716807Z

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Observation 4687eb9c-b3e6-4030-8e45-1afd5713a692 · outbound

This paper cites https://www.vectara.com/blog/ deepseek-r1-hallucinates-more-than-deepseek-v3 , January 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis https://www.vectara.com/blog/ deepseek-r1-hallucinates-more-than-deepseek-v3 , January 2025

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.823526Z

Source-reported events for the cited work

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Observation a698d4cf-d334-407d-af67-bf19a9a02aef · outbound

This paper cites Open Interpreter, May 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Open Interpreter, May 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:48.901910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a9dd83-13f9-4c37-9576-b59a4c52162f · outbound

This paper cites Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, et al.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, et al

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.002506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad22ae2-09e4-42c1-aab4-d0d2f5cb6386 · outbound

This paper cites Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.146885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e918e4a-0b65-44f3-9b62-c41910c0a583 · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.237419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df06d733-c902-43df-9227-a54d2731aed1 · outbound

This paper cites Early Childhood Behavioral Inhibition and Social and School Adjustment in Chinese Children: A 5-Year Longitudinal Study.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Early Childhood Behavioral Inhibition and Social and School Adjustment in Chinese Children: A 5-Year Longitudinal Study

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.345478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca5cf31-f3d9-4976-a35d-880601388019 · outbound

This paper cites Behavioral Inhibition in Early Childhood and Adjustment in Late Adolescence in China.Child Development, 92(3):994–1010, 2021.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Behavioral Inhibition in Early Childhood and Adjustment in Late Adolescence in China.Child Development, 92(3):994–1010, 2021

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.442113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c903be9-bd00-43ea-b1e0-4fbf847208b4 · outbound

This paper cites Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, and Huan Sun.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, and Huan Sun

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.506686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87564adc-cdd4-4ac4-bdad-8f60b51a973e · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.644779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e3b15ee-293c-4733-b6e3-4af49fde5232 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.774028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ead89f3-e925-4acf-8c66-4ffe2717f0da · outbound

This paper cites MIND2WEB: Towards a generalist agent for the web.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis MIND2WEB: Towards a generalist agent for the web

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:49.890873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fe20fad-f943-4737-bda9-c6edd4795ac7 · outbound

This paper cites Zhang, Lanyi Zhu, Mike A Merrill, Jeffrey Heer, and Tim Althoff.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Zhang, Lanyi Zhu, Mike A Merrill, Jeffrey Heer, and Tim Althoff

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.005144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 067149e5-a82c-4071-bb41-2f4c2f1f42f7 · outbound

This paper cites ConvCodeWorld: Bench- marking Conversational Code Generation in Reproducible Feedback Environments.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis ConvCodeWorld: Bench- marking Conversational Code Generation in Reproducible Feedback Environments

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.104495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60934f52-c90c-4d92-92cc-cf81c547b73b · outbound

This paper cites InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.185494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ed60d4-38f9-460b-b43b-87f2e4bb42fa · outbound

This paper cites MLAgentBench: Evaluating language agents on machine learning experimentation.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis MLAgentBench: Evaluating language agents on machine learning experimentation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.278411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00c6d552-a65e-4b11-b0d8-dd904dcedb00 · outbound

This paper cites SimulBench: Evaluating Language Models with Creative Simulation Tasks.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis SimulBench: Evaluating Language Models with Creative Simulation Tasks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.397300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73a77602-0ddb-4a60-8045-dc76370cd9e9 · outbound

This paper cites Taylor, and Dan Roth.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Taylor, and Dan Roth

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.501633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df4daca1-9a70-4436-ba7a-c4b4b2c4e9f8 · outbound

This paper cites AIDE: AI-Driven Exploration in the Space of Code, February 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis AIDE: AI-Driven Exploration in the Space of Code, February 2025

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.600200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55507d96-4c19-4e77-9c5e-00ed4191bdb0 · outbound

This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.674757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85873741-2204-46ab-8cf8-1ba307bdc009 · outbound

This paper cites DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? In The Thirteenth International Conference on Learning Representations, October 2024.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? In The Thirteenth International Conference on Learning Representations, October 2024

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.748889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0cbea0-f729-4ed9-b56d-f03645362316 · outbound

This paper cites LLMs Get Lost In Multi-Turn Conversation, May 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis LLMs Get Lost In Multi-Turn Conversation, May 2025

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.824763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1199356-618e-42fd-bdfc-e50642333817 · outbound

This paper cites DS-1000: A natural and reliable benchmark for data science code generation.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis DS-1000: A natural and reliable benchmark for data science code generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:50.906565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f43f6a3-b435-41d4-8e79-db623e2813f6 · outbound

This paper cites Leonard, Nathan Kuppermann, Cody Olsen, Lynn Babcock-Cimpello, Kathleen Brown, Prashant Mahajan, Kathleen M.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Leonard, Nathan Kuppermann, Cody Olsen, Lynn Babcock-Cimpello, Kathleen Brown, Prashant Mahajan, Kathleen M

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.006372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed27d3d4-fbaa-41c4-be84-3ad53b669655 · outbound

This paper cites Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents, March 2024.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents, March 2024

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.093050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c76353b-32fe-49dc-a1f9-af89600519a1 · outbound

This paper cites ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.229090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c0c93ff-7d7d-4af5-9ab0-2ac602e76c00 · outbound

This paper cites Nigrovic, Alexander J.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Nigrovic, Alexander J

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.348204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1a4f80-c4f0-4818-84fc-50219cf352ac · outbound

This paper cites Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.447780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcdc709e-79db-4d47-9f3f-95d223eb86eb · outbound

This paper cites Bishop, Wei Li, Folawiyo Campbell-Ajala, Daniel Kenji Toyama, Robert James Berry, Divya Tyamagundlu, Timothy P.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Bishop, Wei Li, Folawiyo Campbell-Ajala, Daniel Kenji Toyama, Robert James Berry, Divya Tyamagundlu, Timothy P

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.529329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ec0527-2e98-4d3a-97f3-eaa7ef0d0496 · outbound

This paper cites AutoGPT, May 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis AutoGPT, May 2025

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.643489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef18b500-757c-4525-931c-0ac560ad1db1 · outbound

This paper cites Increasing Trans- parency Through a Multiverse Analysis.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Increasing Trans- parency Through a Multiverse Analysis

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.738296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 198f234e-32b0-4d2d-ab5b-39686a365605 · outbound

This paper cites Sullivan, Wanze Xie, Stefania Conte, John E.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Sullivan, Wanze Xie, Stefania Conte, John E

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.858250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e7f517e-40f4-49a4-ae03-559ae0e85d12 · outbound

This paper cites A macroscope in the redwoods.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis A macroscope in the redwoods

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:51.942137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f11a23-7418-481d-91f1-20ccdb91cd60 · outbound

This paper cites Meeseeks: An Iterative Benchmark Evaluating LLMs Multi-Turn Instruction- Following Ability, April 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Meeseeks: An Iterative Benchmark Evaluating LLMs Multi-Turn Instruction- Following Ability, April 2025

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.023348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c605ce-766a-424f-80b7-25f95ad3fa4b · outbound

This paper cites CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation, April 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation, April 2025

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.114734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a4f9766-4b2d-4c38-b962-8fed31bcdae1 · outbound

This paper cites White, Doug Burger, and Chi Wang.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis White, Doug Burger, and Chi Wang

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.198472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5987d22d-b5c8-4ae0-ad9c-57b282e34dbf · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.286596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 294be3d0-06e5-4202-8929-1cbdf00938eb · outbound

This paper cites InterCode: Standardizing and benchmarking interactive coding with execution feedback.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis InterCode: Standardizing and benchmarking interactive coding with execution feedback

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.403469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e12766-6598-4602-8ab0-9bc7d65ded46 · outbound

This paper cites Narasimhan.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Narasimhan

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.503874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8148cacd-91a5-4586-aa76-da92dcbe8311 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.612890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a4904fb-7fca-4e45-9db5-b539db6374c3 · outbound

This paper cites Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving, April 2025.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving, April 2025

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.694797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b4f32a7-31a7-4744-bce7-7c995da0c51b · outbound

This paper cites Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.802633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e4f68f8-7906-4b43-8340-c8a768d3462f · outbound

This paper cites Benchmarking Data Science Agents.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Benchmarking Data Science Agents

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:52.895292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d62c35ab-2a66-4820-a555-1998df3afb02 · outbound

This paper cites Decision Company.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Decision Company

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:53.012811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 356f18bc-fadf-4c13-bec4-a7172f015410 · outbound

This paper cites - Before taking consequential actions that update the dataset, list the action details and obtain explicit user confirmation (yes) to proceed.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis - Before taking consequential actions that update the dataset, list the action details and obtain explicit user confirmation (yes) to proceed

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:53.058249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6819f32e-4dc1-4839-9183-084ef4b1f2e6 · outbound

This paper cites - Output: Use print() exclusively -- no but no other methods (e.g., plt.show(), returns).

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis - Output: Use print() exclusively -- no but no other methods (e.g., plt.show(), returns)

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:53.129886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4911b584-05ff-4b84-ae10-f91610a2d0e4 · outbound

This paper cites - Adding analysis beyond the requested task.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis - Adding analysis beyond the requested task

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:53.208871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eefe7998-fe8e-4f12-b1ca-ba53432410a1 · outbound

This paper cites The user has given you full permission to execute any code necessary to complete the task.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis The user has given you full permission to execute any code necessary to complete the task

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:15.354088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c95f9d02-1841-4e00-ba1b-1acacb25a166 · outbound

This paper cites guardian.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis guardian

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:15.197973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3942cd9-059d-4da6-88ae-4049c85a5310 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:15.055000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0b1cde42-b2f0-4c08-9dbf-e4f9a4c1614c · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:14.884560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f9fd221-fe99-4e1b-ba9d-f6a10dd73f03 · outbound

This paper cites thought": <the reasoning process of the gatekeeper>.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis thought": <the reasoning process of the gatekeeper>

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:14.662236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b0bf50f-dd18-45ff-a0b3-ecbadae7a6ed · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:14.510799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9ecef980-519c-420c-8b61-72bc50a6aab4 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:14.332655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d2cbaf3f-d01f-4685-8765-34bd666e477b · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:14.170602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f798acac-d199-4eaf-8436-5a45dfc08f4b · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:14.013419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b4abff3-8beb-49f7-a7c1-3d50a7690256 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:13.796341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation abc896a7-b9fd-408f-bd0a-846072760919 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:13.576523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ced03377-9381-4161-b85c-b220bf757368 · outbound

This paper cites (omitted).

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis (omitted)

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:13.388357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f573cfbc-36ef-446e-9573-f9839bb84492 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:13.205552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 39e1111c-a514-4bee-852a-aaaffe5bf422 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:13.032118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0586bd0d-8a26-4cba-a80f-608b5376abc3 · outbound

This paper cites System prompt of the shard user.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis System prompt of the shard user

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:12.801042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fe421636-1cda-4752-a4c7-0e1811b0524d · outbound

This paper cites You should select shards that are most “basic” and currently the most relevant.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis You should select shards that are most “basic” and currently **the most relevant**

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:12.612789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 61eec6c3-82a6-45fd-8c99-afb6f1dbf4b4 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:12.444651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 01998609-5024-4963-9a26-b7ac132e56a3 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:12.215315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a00a1721-ac01-4169-a434-4132f4fa254e · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:12.010602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 68fd14cb-7d3b-49db-a844-7b2ec6880530 · outbound

This paper cites Consider these alternative directions:.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Consider these alternative directions:

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:11.782448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0640aac-3e59-48a3-8f5f-f7751b82b3d3 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:11.515593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e03f52fd-6f48-4e9e-a905-5be12ffb984c · outbound

This paper cites thought":.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis thought":

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:11.322347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 08b44ea8-7e94-43b7-ae2c-59c7fe631b6d · outbound

This paper cites These metrics typically possess a theoretical upper bound (e.g., 1.0 for accuracy).

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis These metrics typically possess a theoretical upper bound (e.g., 1.0 for accuracy)

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:11.133038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3867b804-24e2-44c1-a911-bfdd99025404 · outbound

This paper cites Avg Score.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Avg Score

Reference 86

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T14:47:10.993255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ece733e-534c-4558-a899-a6602b0b4ade · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:10.812818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 452d1b4f-bbd5-4d27-87f7-d38268ccd254 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:10.593754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5f2437a7-1f80-4206-8c1e-61437968fecf · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:10.372803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3e3b5a8e-27f3-4c71-80d0-ea858804a528 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:10.202351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ab1d6e91-d1a7-4be2-9b8c-69ccf5b7bffc · outbound

This paper cites metric_name.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis metric_name

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:10.045925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7ad91a31-f9e9-4e82-8625-b0d07e08bea2 · outbound

This paper cites yes" -> 1 and.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis yes" -> 1 and

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:09.885569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d0d2a8d-68b6-4efa-b0dc-f8fab30074b6 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:09.699479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2071ba24-4855-49a0-bb2e-cbf4492b39ba · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:09.470809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fb5b5414-d716-406e-bd25-f1b24032addf · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:09.259524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1fa1beae-08ab-4a36-98b7-65eaefcfe2d3 · outbound

This paper cites an unresolved cited work.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:47:09.047479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 05224c24-238a-41a0-a667-85a3968efa4e · outbound

This paper cites <markdown>.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis <markdown>

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:08.852908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 770a40a6-c077-4eb1-9a81-4041e4ac5ce7 · outbound

This paper cites !pip install.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis !pip install

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:08.668817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b231fb36-f85a-4075-98aa-a770e510818f · outbound

This paper cites - Load the test feature set from the given directory, using <original_name>_test_features.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis - Load the test feature set from the given directory, using <original_name>_test_features

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:08.478825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 144be1e0-9337-44e8-a6e4-a05306a4f790 · outbound

This paper cites - Apply the identical transformations to the test feature set.

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis - Apply the identical transformations to the test feature set

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:47:08.224725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 9a5ed600-2958-4aec-8a75-ad0184b222c7 · inbound

Agentic-imodels: Evolving agentic interpretability tools via autoresearch cites this paper.

Agentic-imodels: Evolving agentic interpretability tools via autoresearch IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:36:36.195393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bac24401-0195-4260-9e1c-0f3adccc3009 · inbound

Business Utility of Large Language Models as Exploratory Data Analysis Agents cites this paper.

Business Utility of Large Language Models as Exploratory Data Analysis Agents IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T23:35:06.971550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation df93a095-2e57-43a7-984e-0232a0767299 · inbound

GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science cites this paper.

GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:48:46.135475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9a5bb880-d645-4644-bb41-fec033f6c5fa · inbound

CITBench: A Comprehensive Benchmark for Interactive Tabular Data Processing with LLMs cites this paper.

CITBench: A Comprehensive Benchmark for Interactive Tabular Data Processing with LLMs IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T02:02:25.908482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8837324d-564e-4c35-8c3a-42f6175dc1af · inbound

Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing cites this paper.

Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T04:39:03.476630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.