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license: cc

UniSim-Bench

This repository contains the datasets included in the UniSim-Bench benchmarks.

Paper | GitHub

Below is the complete list of datasets included in UniSim-Bench, along with instructions for downloading them. In the first step download the parent directory containing the HQ-Edit and MagicBrush annotation files:

git clone https://huggingface.co/datasets/saraghznfri/unisim_data
cd unisim_data

  • NIGHTS

    mkdir nights && cd nights
wget -O nights.zip https://data.csail.mit.edu/nights/nights.zip
unzip nights.zip
rm nights.zip
cd ..

  • BAPPS

    mkdir -p bapps/dataset/2afc/  && cd bapps
wget https://perceptual-similarity.s3.us-west-2.amazonaws.com/dataset/twoafc_val.tar.gz -O ./dataset/twoafc_val.tar.gz

mkdir bapps/dataset/2afc/val 
tar -xf ./dataset/twoafc_val.tar.gz -C ./dataset/2afc
rm ./dataset/twoafc_val.tar.gz
cd ..

  • PieAPP

    mkdir pieapp && cd pieapp
wget https://web.ece.ucsb.edu/~ekta/projects/PieAPPv0.1/all_data_PieAPP_dataset_CVPR_2018.zip
unzip all_data_PieAPP_dataset_CVPR_2018.zip
cd ..

  • ImageReward

    The data will be automatically downloaded during the execution of UniSim evaluations.

  • HPDv2

    mkdir hpdv2 && cd hpdv2
wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/train.json
wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/train.tar.gz
wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/test.tar.gz
wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/test.json
cd ..

  • AGIQA-3K

    mkdir AGIQA && cd AGIQA
gdown 1ObuOZ6YZqZuxe4oRlaf3kdOBlTRg2GE4
unzip AGIQA-3K.zip

  • MAGICBRUSH

    cd MagicBrush
wget https://huggingface.co/datasets/lmms-lab/M4-Instruct-Data/resolve/main/MagicBrush.zip
unzip MagicBrush
cd ..

  • HQ-EDIT

    cd HQ-Edit
wget https://huggingface.co/datasets/lmms-lab/M4-Instruct-Data/resolve/main/HQ-Edit.zip
unzip HQ-Edit.zip
cd ..

  • CD-COCO

    mkdir coco && cd coco
wget http://images.cocodataset.org/zips/val2014.zip
unzip val2014.zip
gdown 1HVdNHPsnacOAuzjzQB_ST7R9hE23rN6c
gdown 1zjeywda7l58aUXFYXT1eWfh_41LI6o8G
gdown 1xGHzv0zu9coyqFAGizrhajItpwlCE9yS
cd ..

  • POLARIS

    mkdir polaris && cd polaris
wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/images.tar.gz
wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/polaris_test.csv
wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/polaris_train.csv
wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/polaris_val.csv
cd ..

  • KADID-10k

    mkdir kadid && cd kadid
wget https://datasets.vqa.mmsp-kn.de/archives/kadid10k.zip
unzip kadid10k.zip
cd ..

  • KONIQ-10k

    mkdir koniq && cd koniq
wget http://datasets.vqa.mmsp-kn.de/archives/koniq10k_1024x768.zip
unzip koniq10k_1024x768.zip
cd ..

  • PIPAL

    mkdir pipal && cd pipal
gdown 1RBXHihWGDXP_NI3xLcy98nus28SrhFLH
unzip Validation_Ref.zip
gdown 1zbKA7YChfiCZBxaJ3Z3GfSHAbmqcsGlN
unzip Distortion_validation.zip
cd ..

  • SICE

    mkdir sice && cd sice
gdown 1HiLtYiyT9R7dR9DRTLRlUUrAicC4zzWN
Dataset_Part1.rar
gdown 16VoHNPAZ5Js19zspjFOsKiGRrfkDgHoN
Dataset_Part2.rar
cd ..

  • CIFAR-100-OOO The data will be automatically downloaded during the execution of UniSim evaluations.

  • [IMAGENET]-OOO(https://huggingface.co/datasets/ILSVRC/imagenet-1k)

    mkdir imagenet && cd imagenet
wget https://huggingface.co/datasets/ILSVRC/imagenet-1k/resolve/main/data/val_images.tar.gz
tar -xvf val_images.tar.gz
cd ..

-R-OXFORD -R-PARIS