A new benchmark called GDP.pdf has been released to evaluate multimodal reasoning capabilities on professional documents. The benchmark consists of 100 question-document pairs created by professionals, designed to challenge frontier multimodal models. When tested, the best performing model only achieved a 15% pass rate, indicating significant room for improvement in AI's ability to understand and reason over complex professional documents. AI
IMPACT Highlights limitations in current multimodal models for real-world professional document understanding, indicating a need for improved reasoning and grounding capabilities.
RANK_REASON The cluster describes a new academic benchmark for evaluating AI models on professional documents.
- alphaXiv
- arXiv
- CatalyzeX Code Finder for Papers
- Connected Papers
- DagsHub
- GDP.pdf
- Gotit.pub
- Hugging Face
- Litmaps
- optical character recognition
- ScienceCast
- scite Smart Citations
- visual question answering
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