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Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance
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| Published in: | Integrating Materials and Manufacturing Innovation |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868552853738487808 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Integrating Materials and Manufacturing Innovation |
| description | |
| discipline_display | Manufacturing and Technology |
| discipline_facet | Manufacturing and Technology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:63442 |
| institution | FRELIP |
| journal_source_facet | Integrating Materials and Manufacturing Innovation |
| last_indexed | 2026-06-20T21:27:42.255Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance Manufacturing and Technology General Manufacturing and Technology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Manufacturing and Technology General Manufacturing and Technology |
| subject_facet | Manufacturing and Technology General Manufacturing and Technology |
| title | Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance |
| title_alt | Revolucionando la decodificación de figuras científicas: Evaluación comparativa del rendimiento de extracción de datos de LLM Révolutionner le décodage des figures scientifiques : évaluation comparative des performances d'extraction de données des LLM Revolucionando a Decodificação de Figuras Científicas: Avaliação Comparativa do Desempenho de Extração de Dados de LLMs |
| title_auth | Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance |
| title_es_txt | Revolucionando la decodificación de figuras científicas: Evaluación comparativa del rendimiento de extracción de datos de LLM |
| title_fr_txt | Révolutionner le décodage des figures scientifiques : évaluation comparative des performances d'extraction de données des LLM |
| title_full | Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance |
| title_fullStr | Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance |
| title_full_unstemmed | Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance |
| title_pt_txt | Revolucionando a Decodificação de Figuras Científicas: Avaliação Comparativa do Desempenho de Extração de Dados de LLMs |
| title_short | Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance |
| title_sort | revolutionizing scientific figure decoding: benchmarking llm data extraction performance |
| topic | Manufacturing and Technology General Manufacturing and Technology |
| url | https://link.springer.com/article/10.1007/s40192-026-00443-8 |