Data for Evaluating Vision-Language Models for Engineering Design (doi:10.7910/DVN/FLHZQE)

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Document Description

Citation

Title:

Data for Evaluating Vision-Language Models for Engineering Design

Identification Number:

doi:10.7910/DVN/FLHZQE

Distributor:

Harvard Dataverse

Date of Distribution:

2024-07-18

Version:

1

Bibliographic Citation:

Picard, Cyril; Edwards, Kristen M.; Doris, Anna C.; Man, Brandon; Giannone, Giorgio; Alam, Md Ferdous; Ahmed, Faez, 2024, "Data for Evaluating Vision-Language Models for Engineering Design", https://doi.org/10.7910/DVN/FLHZQE, Harvard Dataverse, V1

Study Description

Citation

Title:

Data for Evaluating Vision-Language Models for Engineering Design

Identification Number:

doi:10.7910/DVN/FLHZQE

Authoring Entity:

Picard, Cyril (Massachusetts Institute of Technology)

Edwards, Kristen M. (Massachusetts Institute of Technology)

Doris, Anna C. (Massachusetts Institute of Technology)

Man, Brandon (Massachusetts Institute of Technology)

Giannone, Giorgio (Massachusetts Institute of Technology)

Alam, Md Ferdous (Massachusetts Institute of Technology)

Ahmed, Faez (Massachusetts Institute of Technology)

Distributor:

Harvard Dataverse

Access Authority:

Picard, Cyril

Depositor:

Picard, Cyril

Date of Deposit:

2024-07-18

Holdings Information:

https://doi.org/10.7910/DVN/FLHZQE

Study Scope

Keywords:

Computer and Information Science, Engineering

Abstract:

This collection of datasets can be used to evaluate vision-language models to assess their readiness to support engineering design. The dataset is part of a paper called <i>From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design</i>. Input text and images, as well as expected output, are provided for the following topics: <ul> <li>Conceptual Design</li> <li>Design for Additive Manufacturing</li> <li>Design for Subtractive Manufacturing</li> <li>Spatial Reasoning</li> <li>Concrete Crack Detection</li> </ul> Unless otherwise specified, this work is licensed under CC BY-NC-SA 4.0.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Title:

From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design, Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed

Identification Number:

2311.12668

Bibliographic Citation:

From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design, Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed

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