Hierarchy Alignment on Chinese ESG Reports 50 full
92.46TBTAPharos-ESG
Evaluation Results
| Method | Links | |
|---|---|---|
| Pharos-ESGCategory=Ours2025.11 | 92.46 | |
| Gemini 2.5 ProCategory=General-purpose Multimodal Models2025.11 | 64.3 | |
| Qwen3Category=General-purpose Multimodal Models2025.11 | 56.41 | |
| DeepSeek-R1Category=General-purpose Multimodal Models2025.11 | 55.88 | |
| GPT-4oCategory=General-purpose Multimodal Models2025.11 | 43.55 | |
| DoubaoCategory=General-purpose Multimodal Models2025.11 | 42.5 | |
| DeepSeek-V3Category=General-purpose Multimodal Models2025.11 | 35.29 | |
| DoclingCategory=Dedicated Document Parsers2025.11 | 16.43 | |
| TextinCategory=Dedicated Document Parsers2025.11 | 9.68 | |
| MinerUCategory=Dedicated Document Parsers2025.11 | 6.94 | |
| MarkerCategory=Dedicated Document Parsers2025.11 | 3.79 |