Expired50% confidenceBenchmarkExact time

Using chain-of-thought (CoT) prompting not only failed to improve visual perception performance but actually degraded it.

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

7/16/2026

First Seen

This claim has expired. It is kept for the record and no longer describes the current state.

Valid until: 10/14/2026(expired)

Sources

Three Core Gaps in Multimodal LLMs: Frontier Research from Microsoft Research India

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