license: cc-by-sa-4.0
language:
- en
tags:
- ratings
- stable diffusion
- aesthetic
- artifacts
pretty_name: AI Horde Ratings
AI Horde Ratings
A dataset of exported aesthetic and artifact ratings provided by the AI Horde community through our open ratings API.
Each row in this dataset presents the rating for a single image from the diffusiondb. Each image UUID in this parquet will match the diffusiondb filename.
Each rating contains an aesthetic rating of 1-10, where 1 represents an image found distasteful, and 10 an image most found very pleasing. This is an explicitly subjective rating.
Each rating also contains an artifact rating of 0-5, where 0 represents no artifacts or image disruption, and 5 represents an image ruined. This ratings aims to be more objective.
The aim is for each image to be rated at least 5 times, so that a useful average can be ascertained.
While there are countermeasures to avoid bad actors, due to the open nature of the API for the ratings, some ratings might be random or malicious. However due to the vast amount of other valid ratings, they overarching trend should be towards accuracy. Nevertheless, if you notice any ratings which are obviously malicious, or users which are consistently fake-rating, please let us know and we'll clear them from this dataset.
Use cases
- Clip-based aesthetic scorer ([Huggingface Demo[https://huggingface.co/spaces/kenjiqq/aesthetics-scorer])