arXiv (All)
open access
Beyond Final Answers: CRYSTAL Benchmark for Transparent Multimodal Reasoning Evaluation
We introduce CRYSTAL (Clear Reasoning via Yielded Steps, Traceability, and Logic), a diagnostic benchmark with 6,372 instances that evaluates multimodal reasoning through verifiable intermediate steps. We propose two complementary metrics: Match F1, which scores step-level precision and recall via s
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning#324937
- Advancing conversational diagnostic AI with multimodal reasoning.#219080
- NormViz: A Benchmark and Framework for Grounding Multimodal Reasoning in Global Cultures#974916
- Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning#1129269
- Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework#926044
Record · ID 1035425
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive