PainterBench: A Figural Divergent-Thinking Benchmark for Tool-Using Language Models
cs.AI, cs.CL, cs.HC
Submitted: 2026-09-28
Updated: 2026-09-28
Comments: 25 pages, 7 figures, 11 tables
Code: https://github.com/deepseek-ai/Thinking-with-Visual-Primitives
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Sparks of Artificial General Intelligence: Early experiments with GPT-4
- Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding
- Within-Model vs Between-Prompt Variability in Large Language Models for Creative Tasks
- DrawingBench: Evaluating Spatial Reasoning and UI Interaction Capabilities of Large Language Models through Mouse-Based Drawing Tasks
- UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
- Pencils to Pixels: A Systematic Study of Creative Drawings across Children, Adults and AI
- CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing
- CreativityNeuro: Steering Language Model Weights to Improve Divergent Thinking and Reduce Mode Collapse
- LLMs have Visualization Literacy: Now What? Experiments Exploring LLM Visualization Evaluation Capabilities
- Putting GPT-3's Creativity to the (Alternative Uses) Test
- 3DrawAgent: Teaching LLM to Draw in 3D with Early Contrastive Experience
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