Update README.md

README.md

@@ -2,43 +2,156 @@
 license: cc
 ---
 
-- Download HQ-Edit and MagicBrush annotation files
+# UniSim-Bench
+
+This repository contains the datasets included in the UniSim-Bench benchmarks.
+
+[Paper](https://arxiv.org/abs/2412.10594) | [GitHub](https://github.com/SaraGhazanfari/UniSim)
+
+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
 ```
 
-- Download HQ-Edit images 
-```
-cd HQ-Edit
-wget https://huggingface.co/datasets/lmms-lab/M4-Instruct-Data/resolve/main/HQ-Edit.zip
-```
+- [NIGHTS](https://github.com/ssundaram21/dreamsim/blob/main/dataset/download_dataset.sh)
+  ```
+  mkdir nights && cd nights
+  wget -O nights.zip https://data.csail.mit.edu/nights/nights.zip
+  unzip nights.zip
+  rm nights.zip
+  cd ..
+  ```
+- [BAPPS](https://github.com/richzhang/PerceptualSimilarity/blob/master/scripts/download_dataset.sh)
+  ```
+  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 ..
+  ```
 
-- Download MagicBrush images 
-```
-cd ../MagicBrush
-wget https://huggingface.co/datasets/lmms-lab/M4-Instruct-Data/resolve/main/MagicBrush.zip
-```
+- [PieAPP](https://github.com/prashnani/PerceptualImageError/blob/master/dataset/dataset_README.md)
+  ```
+  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](https://huggingface.co/THUDM/ImageReward)
+  
+  The data will be automatically downloaded during the execution of UniSim evaluations.
 
-- Download Polaris images and annotation files
-```
-cd ..
-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
-```
+- [HPDv2](https://huggingface.co/datasets/ymhao/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](https://github.com/lcysyzxdxc/AGIQA-3k-Database)
+  ```
+  mkdir AGIQA && cd AGIQA
+  gdown 1ObuOZ6YZqZuxe4oRlaf3kdOBlTRg2GE4
+  unzip AGIQA-3K.zip
+  
+  ```
+
+- [MAGICBRUSH](https://huggingface.co/datasets/osunlp/MagicBrush)
+  ```
+  cd MagicBrush
+  wget https://huggingface.co/datasets/lmms-lab/M4-Instruct-Data/resolve/main/MagicBrush.zip
+  unzip MagicBrush
+  cd ..
+  ```
+
+- [HQ-EDIT](https://huggingface.co/datasets/UCSC-VLAA/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](https://cocodataset.org/#download)
+  ```
+  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](https://huggingface.co/datasets/yuwd/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](https://database.mmsp-kn.de/kadid-10k-database.html)
+  ```
+  mkdir kadid && cd kadid
+  wget https://datasets.vqa.mmsp-kn.de/archives/kadid10k.zip
+  unzip kadid10k.zip
+  cd ..
+  ```
+  
+- [KONIQ-10k](https://database.mmsp-kn.de/koniq-10k-database.html)
+  ```
+  mkdir koniq && cd koniq
+  wget http://datasets.vqa.mmsp-kn.de/archives/koniq10k_1024x768.zip
+  unzip koniq10k_1024x768.zip
+  cd ..
+  ```
+
+- [PIPAL](https://github.com/HaomingCai/PIPAL-dataset?tab=readme-ov-file)
+  ```
+  mkdir pipal && cd pipal
+  gdown 1RBXHihWGDXP_NI3xLcy98nus28SrhFLH
+  unzip Validation_Ref.zip
+  gdown 1zbKA7YChfiCZBxaJ3Z3GfSHAbmqcsGlN
+  unzip Distortion_validation.zip
+  cd ..
+  ```
+
+- [SICE](https://github.com/csjcai/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
+
+
+
+  
 
-- Download HPDv2 image and annotation files
-```
-cd ..
-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
-```