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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError Exception: DatasetGenerationCastError Message: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 2 new columns ({'Factual Consistency', 'Dynamic Degree'}) and 1 missing columns ({'Motion Quality'}). This happened while the csv dataset builder was generating data using hf://datasets/hexuan21/VideoScore-Leaderboard/leaderboard_res.csv (at revision dfc8a570d9c1b548c2bec5603a4ec04050fb39fa) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations) Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table pa_table = table_cast(pa_table, self._schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema raise CastError( datasets.table.CastError: Couldn't cast Model: string Visual Quality: double Temporal Consistency: double Dynamic Degree: double Text-to-Video Alignment: double Factual Consistency: double -- schema metadata -- pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1055 to {'Model': Value(dtype='string', id=None), 'Visual Quality': Value(dtype='float64', id=None), 'Temporal Consistency': Value(dtype='float64', id=None), 'Motion Quality': Value(dtype='float64', id=None), 'Text-to-Video Alignment': Value(dtype='float64', id=None)} because column names don't match During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1396, in compute_config_parquet_and_info_response parquet_operations = convert_to_parquet(builder) File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1045, in convert_to_parquet builder.download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1029, in download_and_prepare self._download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1124, in _download_and_prepare self._prepare_split(split_generator, **prepare_split_kwargs) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1884, in _prepare_split for job_id, done, content in self._prepare_split_single( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2015, in _prepare_split_single raise DatasetGenerationCastError.from_cast_error( datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 2 new columns ({'Factual Consistency', 'Dynamic Degree'}) and 1 missing columns ({'Motion Quality'}). This happened while the csv dataset builder was generating data using hf://datasets/hexuan21/VideoScore-Leaderboard/leaderboard_res.csv (at revision dfc8a570d9c1b548c2bec5603a4ec04050fb39fa) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
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Model
string | Visual Quality
float64 | Temporal Consistency
float64 | Motion Quality
float64 | Text-to-Video Alignment
float64 |
---|---|---|---|---|
[VideoCrafter-2](https://github.com/AILab-CVC/VideoCrafter) | 58.44 | 59.18 | 54.39 | 61.23 |
[VideoCrafter-2](https://github.com/AILab-CVC/VideoCrafter)(best-of-5) | 59.7 | 60.79 | 54.65 | 60.77 |
[ModelScope](https://huggingface.co/ali-vilab/modelscope-damo-text-to-video-synthesis) | 44.8 | 56.7 | 53.2 | 55.09 |
[ModelScope](https://huggingface.co/ali-vilab/modelscope-damo-text-to-video-synthesis)(best-of-5) | 45.01 | 60.34 | 54.42 | 58.17 |
[LaVie-base](https://github.com/Vchitect/LaVie) | 57.79 | 54.21 | 52.51 | 66.99 |
[LaVie-base](https://github.com/Vchitect/LaVie)(best-of-5) | 58.52 | 57.7 | 53.53 | 69.86 |
[AnimateDiff](https://github.com/guoyww/animatediff/) | 60.79 | 60.69 | 54.35 | 72.79 |
[AnimateDiff](https://github.com/guoyww/animatediff/)(best-of-5) | 60.89 | 60.94 | 54.83 | 70.83 |
[LVDM](https://github.com/YingqingHe/LVDM) | 44.45 | 40.44 | 53.68 | 44.61 |
[LVDM](https://github.com/YingqingHe/LVDM)(best-of-5) | 44.64 | 43.09 | 53.26 | 43.16 |
[HotShot-XL](https://github.com/hotshotco/Hotshot-XL) | 57.56 | 58.85 | 51.52 | 46.83 |
[HotShot-XL](https://github.com/hotshotco/Hotshot-XL)(best-of-5) | 60.39 | 60.94 | 54.05 | 69.52 |
[ZeroScope_576w](https://huggingface.co/cerspense/zeroscope_v2_576w) | 43.36 | 55.98 | 54.55 | 50.39 |
[ZeroScope_576w](https://huggingface.co/cerspense/zeroscope_v2_576w)(best-of-5) | 43.82 | 58.74 | 54.68 | 59.12 |
[VideoCrafter-1-512](https://github.com/AILab-CVC/VideoCrafter) | 52.4 | 56.48 | 54.01 | 54.32 |
[VideoCrafter-1-512](https://github.com/AILab-CVC/VideoCrafter)(best-of-5) | 53.68 | 59.81 | 54.88 | 60.76 |
[PikaLab](https://pika.art/) | 67.21 | 67.98 | null | 63.79 |
[VideoCrafter-2](https://github.com/AILab-CVC/VideoCrafter) | 66.72 | 68.81 | null | 65.77 |
[ModelScope](https://huggingface.co/ali-vilab/modelscope-damo-text-to-video-synthesis) | 47.41 | 49.76 | null | 54 |
[LaVie-base](https://github.com/Vchitect/LaVie) | 63.11 | 59.33 | null | 62.4 |
[AnimateDiff](https://github.com/guoyww/animatediff/) | 64.83 | 41.89 | null | 65.76 |
[LVDM](https://github.com/YingqingHe/LVDM) | 33.15 | 44.01 | null | 58.85 |
[HotShot-XL](https://github.com/hotshotco/Hotshot-XL) | 58.55 | 59.63 | null | 63.93 |
[ZeroScope_576w](https://huggingface.co/cerspense/zeroscope_v2_576w) | 31.35 | 39.65 | null | 49.4 |
[MagicTime](https://github.com/PKU-YuanGroup/MagicTime) | 65.05 | 63.2 | null | 61.99 |
[VideoCrafter-1-512](https://github.com/AILab-CVC/VideoCrafter) | 60.94 | 60.12 | null | 60.44 |
[Latte](https://github.com/Vchitect/Latte) | 63.34 | 59.23 | null | 62.56 |
[OpenSora-v1.2](https://github.com/hpcaitech/Open-Sora) | 70.36 | 67.17 | null | 68.17 |
[Video-LaVIT](https://github.com/jy0205/LaVIT) | 67.57 | 59.68 | null | 66.7 |
[OpenSora-v1.1](https://github.com/hpcaitech/Open-Sora) | 61.5 | 56.82 | null | 64.72 |
[OpenSora-v1.0](https://github.com/hpcaitech/Open-Sora) | 62.49 | 58.75 | null | 64.3 |
[Gen-2](https://runwayml.com/research/gen-2?utm_source=creatorstoolbox.io) | 65.14 | 67.37 | null | 65.39 |
[Kling](https://klingai.com/text-to-video) | 84.63 | 82.49 | null | 74.29 |
[Morph Studio](https://app.morphstudio.com) | 66.79 | 70.98 | null | 68.55 |
[VideoCrafter-2](https://github.com/AILab-CVC/VideoCrafter) | 57.07 | 99.39 | null | 36.43 |
[ModelScope](https://huggingface.co/ali-vilab/modelscope-damo-text-to-video-synthesis) | 6.51 | 99.02 | null | 29.85 |
[LaVie-base](https://github.com/Vchitect/LaVie) | 49.13 | 98.68 | null | 30.32 |
[AnimateDiff](https://github.com/guoyww/animatediff/) | 48.96 | 97.94 | null | 30.67 |
[LVDM](https://github.com/YingqingHe/LVDM) | 6.56 | 96.76 | null | 35.92 |
[HotShot-XL](https://github.com/hotshotco/Hotshot-XL) | 53.21 | 99.61 | null | 29.63 |
[ZeroScope_576w](https://huggingface.co/cerspense/zeroscope_v2_576w) | 2.68 | 98.79 | null | 31.05 |
[MagicTime](https://github.com/PKU-YuanGroup/MagicTime) | 62.71 | 99.82 | null | 30.12 |
[VideoCrafter-1-512](https://github.com/AILab-CVC/VideoCrafter) | 26.18 | 98.59 | null | 34.82 |
[Latte](https://github.com/Vchitect/Latte) | 55.81 | 99.09 | null | 30.27 |
[Video-LaVIT](https://github.com/jy0205/LaVIT) | 63.49 | 99.65 | null | 30.59 |
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