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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==
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