datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
GenRef-wds
GenRef-1M
We provide 1M high-quality triplets of the form (flawed image, high-quality image, reflection) collected across
multiple domains using our scalable pipeline from [1]. We used this dataset to train our reflection tuning model.
To know the details of the dataset creation pipeline, please refer to Section 3.2 of [1].
Project Page: https://diffusion-cot.github.io/reflection2perfection
Dataset loading
We provide the dataset in the webdataset format for fast… See the full description on the dataset page: https://huggingface.co/datasets/diffusion-cot/GenRef-wds.GenRef-CoT
GenRef-CoT
We provide 227K high-quality CoT reflections which were used to train our Qwen-based reflection generation model in ReflectionFlow [1]. To
know the details of the dataset creation pipeline, please refer to Section 3.2 of [1].
Dataset loading
We provide the dataset in the webdataset format for fast dataloading and streaming. We recommend downloading
the repository locally for faster I/O:
from huggingface_hub import snapshot_download
local_dir =… See the full description on the dataset page: https://huggingface.co/datasets/diffusion-cot/GenRef-CoT.music_genre
Dataset Card for Music Genre
The Default dataset comprises approximately 1,700 musical pieces in .mp3 format, sourced from the NetEase music. The lengths of these pieces range from 270 to 300 seconds. All are sampled at the rate of 22,050 Hz. As the website providing the audio music includes style labels for the downloaded music, there are no specific annotators involved. Validation is achieved concurrently with the downloading process. They are categorized into a total of 16… See the full description on the dataset page: https://huggingface.co/datasets/ccmusic-database/music_genre.wikiart-genre-portraitmovie-posters-genres-80k
Dataset Card for "movie-posters-genres-80k"
More Information needed
wikiart-genre-landscapeGTZAN_genre_classification20k-Album-Covers-within-20-Genres
Dataset Card for "20k-Album-Covers-within-20-Genres"
The dataset contains common album covers for 20 music genres.Each genre has 1000 album covers.The dataset was got frame Kaggle
wikiart-genre-abstract-paintingwikiart-genre-genre-paintingwikiart-genre-cityscapeGenres
Genres Dataset
Genres is a benchmark dataset for evaluating gender bias in multimodal large language models (MLLMs) through narrative generation involving social relationships. It is grounded in Fiske’s relational models theory and consists of 1,440 Narrative Elicitation Pairs (NEPs), each pairing a visual scene with a text prompt to elicit character profiles and stories. The dataset is designed to examine how gender bias manifests across different types of interpersonal… See the full description on the dataset page: https://huggingface.co/datasets/Savannah-y7/Genres.wikiart-genre-religious-paintingTopic-specific-genre-classification_german_historical-newspapers
Dataset Card for Topic-specific Genre Classification of German Historical Newspapers
This dataset was developed to train and evaluate topic-specific genre classification of German-language historical newspaper clippings.
Curated by: [Sarah Oberbichler]
Language(s) (NLP): [German]
License: [afl-3.0]
Uses
Evaluation of machine learning models for topic-specific classification of ocr-processed historical texts with varying quality levels.
Fine-tuning models on… See the full description on the dataset page: https://huggingface.co/datasets/oberbics/Topic-specific-genre-classification_german_historical-newspapers.genre23wikiart-genre-illustrationgenre23_testwikiart-genre-sketch-and-studywikiart-genre-unknown-genrealbum-genres-rapwikiart-genre-still-lifeart-genre-classification-slim
Art Genre Classification Dataset
Images sampled from WikiArt, organised into 8 genre directories:
Impressionism
Surrealism
Minimalism
Pop Art
Up to 400 images per class.