| # Dataset licenses and attribution |
|
|
| The GenBench software is MIT-licensed, but that license does **not** apply to |
| third-party datasets. Each stored dataset retains its upstream license. The |
| prepared files are adaptations: GenBench verifies the upstream release, then |
| performs the deterministic splitting, normalization, packing, or feature |
| selection described in that benchmark's metadata and preparation module. |
|
|
| ## Publicly redistributed prepared data |
|
|
| | Directory | Source and attribution | License | |
| |---|---|---| |
| | `QM9` | Ramakrishnan, Dral, Rupp, and von Lilienfeld, [Data for 133885 GDB-9 molecules](https://api.figshare.com/v2/articles/1057646), including Figshare files 3195389 and 3195404 | [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/) | |
| | `DeepSTARR` | Bernardo P. de Almeida, [DeepSTARR manuscript data](https://doi.org/10.5281/zenodo.5502060) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | |
| | `JetNet30` | Raghav Kansal, Javier Duarte, Su Hao, Breno Orzari, Thiago Tomei, Maurizio Pierini, Mary Touranakou, Jean-Roch Vlimant, and Dimitrios Gunopulos, [JetNet](https://doi.org/10.5281/zenodo.6975118) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | |
| | `MiniBooNE` | Byron Roe, [MiniBooNE particle identification](https://doi.org/10.24432/C5QC87), UCI Machine Learning Repository | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | |
| | `NavierStokes` | NeuralOperator Team, [Navier-Stokes Dataset](https://doi.org/10.5281/zenodo.12825163) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | |
| | `GuacaMol` | BenevolentAI, [GuacaMol standardized ChEMBL distribution-learning split](https://github.com/BenevolentAI/guacamol); underlying records from ChEMBL | [CC BY-SA 3.0](https://chembl.github.io/chembl-licensing/) | |
| | `SpeechCommands` | Pete Warden and the TensorFlow/AIY teams, [Speech Commands V2](https://research.google/blog/launching-the-speech-commands-dataset/) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | |
|
|
| ## Source-only datasets |
|
|
| GenBench does not redistribute the following data. The repository contains |
| checksum-verified Python preparation code that downloads each release directly |
| from its original host for a user's own use. |
|
|
| | Dataset | Why it is source-only | |
| |---|---| |
| | CIFAR-10 | The official release specifies no dataset license or redistribution grant. | |
| | MNIST | The official distribution and the CVDF mirror specify no general redistribution license. | |
|
|
| This file records upstream terms for reproducibility and is not legal advice. |
|
|
