Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:57:44.108374Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 3 inbound Pith citation observations for arXiv:2505.16832.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:57:44.108374Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-21T09:18:54.667738Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T09:19:56.612542Z
67 of 67 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation abc5c4c5-272a-4f8c-a856-d6b0fca1c2ad · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization online" 'onlinestring :=
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 323354b1-4dc7-4e89-9002-70e4f719a672 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 470db56b-4a2e-41f7-8348-6561c2201cc9 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50c8f28b-63bd-4071-9f8d-5311734958da · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2218df5-fb9e-41f5-b971-06888cbe576d · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 97b9db82-42c4-4580-bbd9-a9c8207a2d7e · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 800e8d9e-d336-4dbf-b08d-e2ba52b7c0aa · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 453b4e56-5f81-401e-bd81-4f5cb108d1a1 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization CellTypeAgent: Trustworthy cell type annotation with Large Language Models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfcb0820-83cd-45c5-bc4f-5da7845f3778 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56023c77-f87b-43db-bd6d-0aa8c243c839 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 169c6c56-eac0-47af-ab3b-a409d537531c · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7797fa4c-d01f-4428-9564-f77e0f4c2afd · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3218b7aa-bbc3-4024-a5a5-1b921992fae0 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a278c84b-4ee5-4893-b46c-b4048b401250 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b2bd443-74c9-43c1-95c7-0d44a23003f0 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f54060a-490c-4ff3-8541-1d332856ec86 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 749c853f-9963-4c5e-9e59-3811e078d3df · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1074efd-badc-440a-a15d-ab1799f567cf · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50d4a577-c6a3-4e12-82a2-178e9b0ae242 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 799ab86b-46fc-4aa7-a343-b09fb88d3a34 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6097f4e8-38b0-4be5-aee9-40bcbb350f4b · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization GPT-4o System Card
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4771bcbe-c5d1-4860-8f8f-2f67b18fad16 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd0ebed5-3bd4-4b49-b643-9721ccdeaca2 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6bdff5e-4825-43ab-acdf-f201e3238b43 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a034b709-4343-434d-b223-f56407dd066d · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 298db3c9-3893-4a3b-93d8-c202787fabbc · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 268a6d2f-ef07-4276-91ab-41654e39a268 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Let's Verify Step by Step
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61504162-c6bc-4426-beca-51cd56c323a6 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6a935522-0aac-4f05-8744-ca0b55334302 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization A Language Agent for Autonomous Driving
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd6e508b-e544-4ed2-bf18-90edc5e176a9 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Miller and Jonathan D
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 25f90b52-1d54-4d93-972c-9bbb1de8a7f1 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation aaf98a31-3ea3-45c7-a095-99a03297c8dc · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4ddb68c5-6957-42ee-953c-7fc394b63c25 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23fde453-5ed8-4b31-a3de-9d000f813fa6 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 34adf54e-f03c-4608-8edd-ceca8ff17e70 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Benchmarking Visual Language Models on Standardized Visualization Literacy Tests
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd94c899-1820-4d2e-b37d-3be721b6c95f · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3cad3f0-aaee-462f-a1fc-6f41519d05ef · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Vi(E)va LLM! A Conceptual Stack for Evaluating and Interpreting Generative AI-based Visualizations
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16236abb-e978-412a-97a8-6a45b2d3bebb · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c5c1ddf4-1117-4a2d-8e72-ae094d36bdbb · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a670705-5165-49b7-ac8f-8d2b84ce90b7 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 20db9cc1-9901-4f53-bd0a-972d8dcc6247 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e88fed3b-4d94-40b7-9c11-307c798556a1 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3775c78-df79-4d50-a703-e79471fd6312 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bf93d8d-03ce-463f-9476-e2da6e5bb84d · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization PaperBench: Evaluating AI's Ability to Replicate AI Research
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68f26e0b-c5ea-4099-8b40-180963439487 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3da11239-0568-494e-a26e-a8c13dd09c9a · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7a9c9c27-cfaf-4095-8fe0-d93acca047c5 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 776cd5a2-22d2-42b2-9c16-8ca3180a816d · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization LLM4Vis: Explainable Visualization Recommendation using ChatGPT
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ebcc0ad-3ce0-40a2-acf4-5c0a654fb2d0 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Large Language Models for Education: A Survey and Outlook
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5a5aa7f-a881-412c-ab7d-8b5b0d82f89d · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 391ad1ef-0cc6-4028-8fb5-c390d9ee9b1a · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization NEWTON: Are Large Language Models Capable of Physical Reasoning?
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94fb7c64-f605-439e-a4cc-8a1fff864eea · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Agent Workflow Memory
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26cbe30c-7e37-4cf4-9987-13f771041d03 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MEDCO: Medical Education Copilots Based on A Multi-Agent Framework
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 19d4b72d-787b-42f7-a5aa-c178390803c3 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77f0d2ff-e380-4428-8045-81d6d2aee7e8 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bcde4df-63ca-4b90-b00e-b1fc1ea42534 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization EduAgent: Generative Student Agents in Learning
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28eb76b9-f06d-4cfb-aa4a-5ca251f38c4d · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71a36ada-9aed-4f86-af4b-c2d528887aa8 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1167b736-47f1-4267-bdca-60c12067d76d · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f60da05b-fea0-46ac-900d-b30b5ee232fa · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization MiniCPM-V: A GPT-4V Level MLLM on Your Phone
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 243f765b-ffde-4cde-89b5-06bfa8cbefff · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c012daf7-1b60-481b-b082-e5c8233be98a · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5392ce9c-87c8-4189-93ab-49e38c3351d8 · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization ChemLLM: A Chemical Large Language Model
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5a75b92-6c0e-4597-a7d0-0264db593bda · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6ace6ac-f840-4a71-a35f-7ea9dd2b1d6c · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Unresolved cited work
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da24c7da-cc9d-4d52-b3f2-e20db971800b · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee825a5f-99c1-46a8-bace-8091ec5947ea · outbound
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Anyprefer: An Agentic Framework for Preference Data Synthesis
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d29b4c1-5599-4123-badc-55d9605218fb · inbound
ClawArena: Benchmarking AI Agents in Evolving Information Environments From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 723e557e-a983-40cc-b5d1-9b4f9338c946 · inbound
CAGE: Bridging the Accuracy-Aesthetics Gap in Educational Diagrams via Code-Anchored Generative Enhancement From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd539b0b-86d6-43c4-9d44-3cf27474fe24 · inbound
See Before You Code: Learning Visual Priors for Spatially Aware Educational Animation Generation From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.