Daniele Corradetti
Biographic Data
| ID | 2002425 |
|---|---|
| NAME | Daniele Corradetti |
| GIVEN NAMES | Daniele |
| FAMILY NAME | Corradetti |
| SIGNATURE | CORRADETTI D |
| AFFILIATIONS | Instituto Superior Técnico |
| ORCID | 0000-0001-8086-0593 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 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 work) · Archaeological Research and Protection (1 work) · Benchmarking (1 work) · Building materials and conservation (1 work) · Business (1 work) · Computer Science (1 work) · Construction engineering (1 work) · Engineering (1 work) · Forensic engineering (1 work)