Retrieval Expands Reasoning and Achieves 27.6 Per Cent Benchmark Performance
Quantum ZeitgeistArchived Apr 13, 2026✓ Full text saved
MARVEL delivers a nDCG@10 score of 37. 9 on the MM-BRIGHT benchmark, exceeding the performance of the leading multimodal encoder by over ten points. Until now, vision-language models have struggled with complex reasoning tasks, even falling behind systems processing text alone.
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✦ AI Summary· Claude Sonnet
Muhammad Rohail T.
As a quantum scientist exploring the frontiers of physics and technology. My work focuses on uncovering how quantum mechanics, computing, and emerging technologies are transforming our understanding of reality. I share research-driven insights that make complex ideas in quantum science clear, engaging, and relevant to the modern world.
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