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ResearchFormerly WizWand

ToC Extraction on Chinese ESG Reports (5-page segments)

100CCQwen3
62.92472.549582.17591.8005Nov 20, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Qwen3Prompting Strategy=RAP2025.111009897.02
DoubaoPrompting Strategy=RAP2025.111009797
GPT-4oPrompting Strategy=RAP2025.119910099
Gemini 2.5 ProPrompting Strategy=RAP2025.1197.0296.0394.06
DoubaoPrompting Strategy=GP2025.1195.0481.1989.11
Qwen3Prompting Strategy=GP2025.1194.0696.0492.08
Pharos-ESGPrompting Strategy=RAP2025.1193.1997.5293.81
Gemini 2.5 ProPrompting Strategy=GP2025.1193.0793.0791.09
DeepSeek-R1Prompting Strategy=RAP2025.119394.0698.02
GPT-4oPrompting Strategy=GP2025.1185.1588.271.29
DeepSeek-V3Prompting Strategy=RAP2025.1184.1689.1192.08
DeepSeek-R1Prompting Strategy=GP2025.1182.1887.1377.23
Pharos-ESGPrompting Strategy=GP2025.1181.6479.6868.19
DeepSeek-V3Prompting Strategy=GP2025.1164.3556.4369.31