conftrace_

perception bottleneck

3 papers

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Co-occurring keywords · papers mentioning both

vision-language model (2) abstraction and reasoning corpus (1) visual agency loss (1) semantic dependency (1) chart understanding (1) abstract reasoning (1) visual understanding (1) causal intervention (1) vision encoder (1) visual encoder (1)

Papers

MagicBench: Diagnosing Visual Agency Loss and Semantic Dependency in Multimodal LLMs ACL 2026 Your Reasoning Benchmark May Not Test Reasoning: Revealing Perception Bottleneck in Abstract Reasoning Benchmarks ACL 2026 On the Perception Bottleneck of VLMs for Chart Understanding EMNLP 2025