Your Reasoning Benchmark May Not Test Reasoning: Revealing Perception Bottleneck in Abstract Reasoning Benchmarks
Published:Dec 24, 2025 18:58
•1 min read
•ArXiv
Analysis
This article from ArXiv suggests that current reasoning benchmarks might be flawed, as they may be testing perception capabilities rather than actual reasoning skills. This implies that the benchmarks might not be accurately assessing the reasoning abilities of AI models.
Key Takeaways
- •Current reasoning benchmarks may be flawed.
- •Benchmarks might be testing perception rather than reasoning.
- •AI models' reasoning abilities might be inaccurately assessed.
Reference
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