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ResearchFormerly WizWand

Hierarchy Alignment on Chinese ESG Reports 50 full

92.46TBTAPharos-ESG
0.243224.184148.12572.0659Nov 20, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Pharos-ESGCategory=Ours2025.1192.46
Gemini 2.5 ProCategory=General-purpose Multimodal Models2025.1164.3
Qwen3Category=General-purpose Multimodal Models2025.1156.41
DeepSeek-R1Category=General-purpose Multimodal Models2025.1155.88
GPT-4oCategory=General-purpose Multimodal Models2025.1143.55
DoubaoCategory=General-purpose Multimodal Models2025.1142.5
DeepSeek-V3Category=General-purpose Multimodal Models2025.1135.29
DoclingCategory=Dedicated Document Parsers2025.1116.43
TextinCategory=Dedicated Document Parsers2025.119.68
MinerUCategory=Dedicated Document Parsers2025.116.94
MarkerCategory=Dedicated Document Parsers2025.113.79