Qwen3 Performance on GPQA Diamond Under Chain-of-Thought and Zero-Shot Prompting

Abstract

Abstract: This report synthesises findings from 8 peer-reviewed papers addressing the following research question: How does Qwen3's performance on GPQA Diamond compare to other frontier models when evaluated under chain-of-thought prompting versus standard zero-shot settings. 6 claims were extracted from source literature; 6 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.9/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research Question

How does Qwen3's performance on GPQA Diamond compare to other frontier models when evaluated under chain-of-thought prompting versus standard zero-shot settings?

Verification Level

Descriptive public verification status only; aggregate claim counts are public, but individual claim records are not exposed here.

Quality Tier

Descriptive public triage only; this tier does not alter current publication or DOI behavior.

Quality Dimensions

Automated triage signals derived from public fields; not human peer review or independent validation.

Correction Record

Public corrections are additive records. Current status does not claim the synthesis is error-free.

Provenance