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1 to 10 of 993 Results

Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints May 16, 2025 Regenwetter, Lyle; Abu Obaideh, Yazan; Chiotti, Fabien; Lykourentzou, Ioanna; Ahmed, Faez, 2025, "Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints", https://doi.org/10.7910/DVN/BSJSM6, Harvard Dataverse, V2, UNF:6:big+g1nsM76CzXnsqpqciw== [fileUNF] We introduce Bike-Bench, an engineering design benchmark for evaluating generative models on problems with multiple real-world objectives and constraints. As generative AI's reach continues to grow, evaluating its capability to understand physical laws, human guidelines, and hard constraints grows increasingly important. Engineering product design...
CLIP_X_train.csv May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Comma Separated Values - 751.2 MB - MD5: 7553e86371001c2e07f1af2e38dd4f71
CLIP_Y_test.csv May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Comma Separated Values - 25.3 MB - MD5: 8e85d00bfd5d98935c4b3733ef2926a8
CLIP_Y_train.csv May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Comma Separated Values - 7.7 GB - MD5: 04340a1508878a366730b36156dcd815
usability_binary_X_test.tab May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Tabular Data - 6.5 KB - 62 Variables, 20 Observations - UNF:6:jIw46XlbnpBHpOyZNj+tlg==
usability_binary_X_train.tab May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Tabular Data - 23.3 KB - 62 Variables, 80 Observations - UNF:6:20Zyg2ck62Pf+eeNwyrdLg==
usability_binary_y_test.tab May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Tabular Data - 147 B - 2 Variables, 20 Observations - UNF:6:V73xFJ/wlVYeIhVtM//AvQ==
usability_binary_y_train.tab May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Tabular Data - 556 B - 2 Variables, 80 Observations - UNF:6:a8u4TSuLBNbh76KBlSvW4A==
usability_cont_y_test.tab May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Tabular Data - 950 B - 2 Variables, 40 Observations - UNF:6:wEVCDZJACqEZz4Ba5ImO6w==
usability_cont_y_train.tab May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Tabular Data - 3.5 KB - 2 Variables, 160 Observations - UNF:6:fqr7rRFKrUofK75YMKx4GQ==

Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

May 16, 2025

Regenwetter, Lyle; Abu Obaideh, Yazan; Chiotti, Fabien; Lykourentzou, Ioanna; Ahmed, Faez, 2025, "Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints", https://doi.org/10.7910/DVN/BSJSM6, Harvard Dataverse, V2, UNF:6:big+g1nsM76CzXnsqpqciw== [fileUNF]

We introduce Bike-Bench, an engineering design benchmark for evaluating generative models on problems with multiple real-world objectives and constraints. As generative AI's reach continues to grow, evaluating its capability to understand physical laws, human guidelines, and hard constraints grows increasingly important. Engineering product design...

CLIP_X_train.csv

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Comma Separated Values - 751.2 MB -

CLIP_Y_test.csv

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Comma Separated Values - 25.3 MB -

CLIP_Y_train.csv

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Comma Separated Values - 7.7 GB -

usability_binary_X_test.tab

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Tabular Data - 6.5 KB - 62 Variables, 20 Observations -

usability_binary_X_train.tab

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Tabular Data - 23.3 KB - 62 Variables, 80 Observations -

usability_binary_y_test.tab

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Tabular Data - 147 B - 2 Variables, 20 Observations -

usability_binary_y_train.tab

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Tabular Data - 556 B - 2 Variables, 80 Observations -

usability_cont_y_test.tab

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Tabular Data - 950 B - 2 Variables, 40 Observations -

usability_cont_y_train.tab

May 16, 2025 - Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Tabular Data - 3.5 KB - 2 Variables, 160 Observations -

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