Text2DistBench / README.md
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from datasets import load_dataset

ds = load_dataset( "frett/Text2DistBench", "posterior_sampled_50_estimation", split="test" )

ds = load_dataset( "frett/Text2DistBench", "prior_most_freq", split="test" )


license: cc-by-4.0 configs: - config_name: posterior_sampled_100_estimation data_files: - split: test path: posterior_sampled_100_estimation/test-* - config_name: posterior_sampled_100_most_freq data_files: - split: test path: posterior_sampled_100_most_freq/test-* - config_name: posterior_sampled_100_second_freq data_files: - split: test path: posterior_sampled_100_second_freq/test-* - config_name: posterior_sampled_50_estimation data_files: - split: test path: posterior_sampled_50_estimation/test-* - config_name: posterior_sampled_50_most_freq data_files: - split: test path: posterior_sampled_50_most_freq/test-* - config_name: posterior_sampled_50_second_freq data_files: - split: test path: posterior_sampled_50_second_freq/test-* - config_name: prior_estimation data_files: - split: test path: prior_estimation/test-* - config_name: prior_most_freq data_files: - split: test path: prior_most_freq/test-* - config_name: prior_second_freq data_files: - split: test path: prior_second_freq/test-* dataset_info: - config_name: posterior_sampled_100_estimation features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 3952809 num_examples: 297 download_size: 1546526 dataset_size: 3952809 - config_name: posterior_sampled_100_most_freq features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer list: string - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 3740817 num_examples: 289 download_size: 1504753 dataset_size: 3740817 - config_name: posterior_sampled_100_second_freq features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer list: string - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 3647726 num_examples: 281 download_size: 1465854 dataset_size: 3647726 - config_name: posterior_sampled_50_estimation features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 2521791 num_examples: 297 download_size: 888637 dataset_size: 2521791 - config_name: posterior_sampled_50_most_freq features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer list: string - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 2329893 num_examples: 286 download_size: 849766 dataset_size: 2329893 - config_name: posterior_sampled_50_second_freq features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer list: string - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 2231067 num_examples: 273 download_size: 838634 dataset_size: 2231067 - config_name: prior_estimation features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 935381 num_examples: 297 download_size: 199143 dataset_size: 935381 - config_name: prior_most_freq features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer list: string - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 818945 num_examples: 289 download_size: 179115 dataset_size: 818945 - config_name: prior_second_freq features: - name: qid dtype: string - name: task dtype: string - name: domain dtype: string - name: distribution_type dtype: string - name: source dtype: string - name: answer list: string - name: ref_dist struct: - name: (Actor,negative) dtype: float64 - name: (Actor,positive) dtype: float64 - name: (Audio,negative) dtype: float64 - name: (Audio,positive) dtype: float64 - name: (Lyrics,negative) dtype: float64 - name: (Lyrics,positive) dtype: float64 - name: (Singer,negative) dtype: float64 - name: (Singer,positive) dtype: float64 - name: (Song,negative) dtype: float64 - name: (Song,positive) dtype: float64 - name: (Storyline,negative) dtype: float64 - name: (Storyline,positive) dtype: float64 - name: (Visual,negative) dtype: float64 - name: (Visual,positive) dtype: float64 - name: Actor dtype: float64 - name: Audio dtype: float64 - name: Lyrics dtype: float64 - name: Singer dtype: float64 - name: Song dtype: float64 - name: Storyline dtype: float64 - name: Visual dtype: float64 - name: negative dtype: float64 - name: positive dtype: float64 - name: question dtype: string splits: - name: test num_bytes: 813863 num_examples: 281 download_size: 176268 dataset_size: 813863