AIGC Benchmarks#

This framework also supports evaluation datasets related to text-to-image and other AIGC tasks. The specific datasets are as follows:

Name

Dataset ID

Task Type

Remarks

general_t2i

General Text-to-Image

Refer to the tutorial

evalmuse

AI-ModelScope/T2V-Eval-Prompts

Text-Image Consistency

EvalMuse subset, default metric is FGA_BLIP2Score

genai_bench

AI-ModelScope/T2V-Eval-Prompts

Text-Image Consistency

GenAI-Bench-1600 subset, default metric is VQAScore

hpdv2

AI-ModelScope/T2V-Eval-Prompts

Text-Image Consistency

HPDv2 subset, default metric is HPSv2.1Score

tifa160

AI-ModelScope/T2V-Eval-Prompts

Text-Image Consistency

TIFA160 subset, default metric is PickScore