| --- |
| license: mit |
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| - name: val |
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| configs: |
| - config_name: challenge_all_images |
| data_files: |
| - split: challenge |
| path: challenge_all_images/challenge-* |
| - config_name: challenge_all_instructions |
| data_files: |
| - split: challenge |
| path: challenge_all_instructions/challenge-* |
| - config_name: challenge_balanced_images |
| data_files: |
| - split: challenge |
| path: challenge_balanced_images/challenge-* |
| - config_name: challenge_balanced_instructions |
| data_files: |
| - split: challenge |
| path: challenge_balanced_instructions/challenge-* |
| - config_name: submission_all_images |
| data_files: |
| - split: submission |
| path: submission_all_images/submission-* |
| - config_name: submission_all_instructions |
| data_files: |
| - split: submission |
| path: submission_all_instructions/submission-* |
| - config_name: test_all_images |
| data_files: |
| - split: test |
| path: test_all_images/test-* |
| - config_name: test_all_instructions |
| data_files: |
| - split: test |
| path: test_all_instructions/test-* |
| - config_name: test_balanced_images |
| data_files: |
| - split: test |
| path: test_balanced_images/test-* |
| - config_name: test_balanced_instructions |
| data_files: |
| - split: test |
| path: test_balanced_instructions/test-* |
| - config_name: testdev_all_images |
| data_files: |
| - split: testdev |
| path: testdev_all_images/testdev-* |
| - config_name: testdev_all_instructions |
| data_files: |
| - split: testdev |
| path: testdev_all_instructions/testdev-* |
| - config_name: testdev_balanced_images |
| data_files: |
| - split: testdev |
| path: testdev_balanced_images/testdev-* |
| - config_name: testdev_balanced_instructions |
| data_files: |
| - split: testdev |
| path: testdev_balanced_instructions/testdev-* |
| - config_name: train_all_images |
| data_files: |
| - split: train |
| path: train_all_images/train-* |
| - config_name: train_all_instructions |
| data_files: |
| - split: train |
| path: train_all_instructions/train-* |
| - config_name: train_balanced_images |
| data_files: |
| - split: train |
| path: train_balanced_images/train-* |
| - config_name: train_balanced_instructions |
| data_files: |
| - split: train |
| path: train_balanced_instructions/train-* |
| - config_name: val_all_images |
| data_files: |
| - split: val |
| path: val_all_images/val-* |
| - config_name: val_all_instructions |
| data_files: |
| - split: val |
| path: val_all_instructions/val-* |
| - config_name: val_balanced_images |
| data_files: |
| - split: val |
| path: val_balanced_images/val-* |
| - config_name: val_balanced_instructions |
| data_files: |
| - split: val |
| path: val_balanced_instructions/val-* |
| --- |
| |
| <p align="center" width="100%"> |
| <img src="https://i.postimg.cc/g0QRgMVv/WX20240228-113337-2x.png" width="100%" height="80%"> |
| </p> |
|
|
| # Large-scale Multi-modality Models Evaluation Suite |
|
|
| > Accelerating the development of large-scale multi-modality models (LMMs) with `lmms-eval` |
|
|
| 🏠 [Homepage](https://lmms-lab.github.io/) | 📚 [Documentation](docs/README.md) | 🤗 [Huggingface Datasets](https://huggingface.co/lmms-lab) |
|
|
| # This Dataset |
|
|
| This is a formatted version of [GQA](hhttps://cs.stanford.edu/people/dorarad/gqa/about.html). It is used in our `lmms-eval` pipeline to allow for one-click evaluations of large multi-modality models. |
|
|
| ``` |
| @inproceedings{hudson2019gqa, |
| title={Gqa: A new dataset for real-world visual reasoning and compositional question answering}, |
| author={Hudson, Drew A and Manning, Christopher D}, |
| booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition}, |
| pages={6700--6709}, |
| year={2019} |
| } |
| ``` |
