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pppop7 pufanyi commited on
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Duplicate from lmms-lab/GQA

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Co-authored-by: Pu Fanyi <pufanyi@users.noreply.huggingface.co>

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+ splits:
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+ num_bytes: 460429581
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+ download_size: 183979778
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+ dataset_size: 460429581
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+ - config_name: val_all_images
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+ features:
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+ - name: id
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+ dtype: string
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+ - name: image
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+ dtype: image
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+ splits:
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+ num_examples: 10564
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+ dataset_size: 1494990904.5
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+ features:
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+ - config_name: challenge_all_instructions
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+ - split: challenge
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+ path: challenge_all_instructions/challenge-*
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+ data_files:
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+ - split: challenge
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+ path: challenge_balanced_images/challenge-*
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+ - config_name: challenge_balanced_instructions
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+ data_files:
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+ - split: challenge
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+ path: challenge_balanced_instructions/challenge-*
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+ - config_name: submission_all_images
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+ data_files:
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+ - split: submission
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+ path: submission_all_images/submission-*
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+ - config_name: submission_all_instructions
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+ data_files:
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+ - split: submission
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+ path: submission_all_instructions/submission-*
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+ - config_name: test_all_images
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+ data_files:
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+ - split: test
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+ path: test_all_images/test-*
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+ - config_name: test_all_instructions
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+ data_files:
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+ - split: test
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+ path: test_all_instructions/test-*
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+ - config_name: test_balanced_images
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+ data_files:
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+ - split: test
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+ path: test_balanced_images/test-*
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+ - config_name: test_balanced_instructions
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+ data_files:
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+ - split: test
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+ path: test_balanced_instructions/test-*
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+ - config_name: testdev_all_images
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+ data_files:
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+ - split: testdev
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+ path: testdev_all_images/testdev-*
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+ - config_name: testdev_all_instructions
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+ data_files:
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+ - split: testdev
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+ path: testdev_all_instructions/testdev-*
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+ - config_name: testdev_balanced_images
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+ data_files:
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+ - split: testdev
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+ path: testdev_balanced_images/testdev-*
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+ - config_name: testdev_balanced_instructions
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+ data_files:
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+ - split: testdev
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+ path: testdev_balanced_instructions/testdev-*
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+ - config_name: train_all_images
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+ data_files:
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+ - split: train
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+ path: train_all_images/train-*
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+ - config_name: train_all_instructions
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+ data_files:
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+ - split: train
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+ path: train_all_instructions/train-*
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+ - config_name: train_balanced_images
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+ data_files:
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+ - split: train
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+ path: train_balanced_images/train-*
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+ - config_name: train_balanced_instructions
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+ data_files:
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+ - split: train
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+ path: train_balanced_instructions/train-*
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+ - config_name: val_all_images
698
+ data_files:
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+ - split: val
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+ path: val_all_images/val-*
701
+ - config_name: val_all_instructions
702
+ data_files:
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+ - split: val
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+ path: val_all_instructions/val-*
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+ - config_name: val_balanced_images
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+ data_files:
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+ - split: val
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+ path: val_balanced_images/val-*
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+ - config_name: val_balanced_instructions
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+ data_files:
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+ - split: val
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+ path: val_balanced_instructions/val-*
713
+ ---
714
+
715
+ <p align="center" width="100%">
716
+ <img src="https://i.postimg.cc/g0QRgMVv/WX20240228-113337-2x.png" width="100%" height="80%">
717
+ </p>
718
+
719
+ # Large-scale Multi-modality Models Evaluation Suite
720
+
721
+ > Accelerating the development of large-scale multi-modality models (LMMs) with `lmms-eval`
722
+
723
+ 🏠 [Homepage](https://lmms-lab.github.io/) | 📚 [Documentation](docs/README.md) | 🤗 [Huggingface Datasets](https://huggingface.co/lmms-lab)
724
+
725
+ # This Dataset
726
+
727
+ 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.
728
+
729
+ ```
730
+ @inproceedings{hudson2019gqa,
731
+ title={Gqa: A new dataset for real-world visual reasoning and compositional question answering},
732
+ author={Hudson, Drew A and Manning, Christopher D},
733
+ booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
734
+ pages={6700--6709},
735
+ year={2019}
736
+ }
737
+ ```
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