Daniele Corradetti
Dados Biográficos
| ID | 2002425 |
|---|---|
| NOME | Daniele Corradetti |
| PRENOMES | Daniele |
| SOBRENOME | Corradetti |
| ASSINATURA | CORRADETTI D |
| AFILIAÇÕES | Instituto Superior Técnico |
| ORCID | 0000-0001-8086-0593 |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| OBRAS COMO AUTOR | 1 |
| OBRAS COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2025 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2025 |
| ÍNDICE H | 0 |
Identification of stone deterioration patterns with large multimodal models. Definitions and benchmarking
We define a dataset for benchmarking the capabilities of Large Multimodal Models (LMMs) in identifying and classifying stone deterioration patterns for cultural heritage conservation. • Results show LMMs have significant potential but require further fine-tuning and architectural enhancements to reliably identify patterns. • GPT-4omni achieved the highest target pattern identification rate at 42%, but no model achieved high accuracy, indicating l…
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Identification of stone deterioration patterns with large multimodal models. Definitions and benchmarking
We define a dataset for benchmarking the capabilities of Large Multimodal Models (LMMs) in identifying and classifying stone deterioration patterns for cultural heritage conservation. • Results show LMMs have significant potential but require further fine-tuning and architectural enhancements to reliably identify patterns. • GPT-4omni achieved the highest target pattern identification rate at 42%, but no model achieved high accuracy, indicating l…
3D Surveying and Cultural Heritage (1 obra) · Archaeological Research and Protection (1 obra) · Benchmarking (1 obra) · Building materials and conservation (1 obra) · Business (1 obra) · Computer Science (1 obra) · Construction engineering (1 obra) · Engineering (1 obra) · Forensic engineering (1 obra)