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README.md
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@@ -9,147 +9,60 @@ This repository contains the datasets included in the UniSim-Bench benchmarks.
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[Paper](https://arxiv.org/abs/2412.10594) | [GitHub](https://github.com/SaraGhazanfari/UniSim)
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Below is the complete list of datasets included in UniSim-Bench, along with instructions for downloading them.
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In the first step download the parent directory containing the HQ-Edit and MagicBrush annotation files:
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```
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git clone https://huggingface.co/datasets/saraghznfri/unisim_data
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cd unisim_data
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```
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- [NIGHTS](https://github.com/ssundaram21/dreamsim/blob/main/dataset/download_dataset.sh)
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```
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mkdir nights && cd nights
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wget -O nights.zip https://data.csail.mit.edu/nights/nights.zip
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unzip nights.zip
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rm nights.zip
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cd ..
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```
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- [BAPPS](https://github.com/richzhang/PerceptualSimilarity/blob/master/scripts/download_dataset.sh)
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```
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mkdir -p bapps/dataset/2afc/ && cd bapps
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wget https://perceptual-similarity.s3.us-west-2.amazonaws.com/dataset/twoafc_val.tar.gz -O ./dataset/twoafc_val.tar.gz
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mkdir bapps/dataset/2afc/val
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tar -xf ./dataset/twoafc_val.tar.gz -C ./dataset/2afc
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rm ./dataset/twoafc_val.tar.gz
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cd ..
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```
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- [PieAPP](https://github.com/prashnani/PerceptualImageError/blob/master/dataset/dataset_README.md)
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```
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mkdir pieapp && cd pieapp
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wget https://web.ece.ucsb.edu/~ekta/projects/PieAPPv0.1/all_data_PieAPP_dataset_CVPR_2018.zip
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unzip all_data_PieAPP_dataset_CVPR_2018.zip
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cd ..
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```
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- [ImageReward](https://huggingface.co/THUDM/ImageReward)
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The data will be automatically downloaded during the execution of UniSim evaluations.
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- [HPDv2](https://huggingface.co/datasets/ymhao/HPDv2)
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```
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mkdir hpdv2 && cd hpdv2
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wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/train.json
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wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/train.tar.gz
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wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/test.tar.gz
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wget https://huggingface.co/datasets/ymhao/HPDv2/resolve/main/test.json
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cd ..
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```
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- [AGIQA-3K](https://github.com/lcysyzxdxc/AGIQA-3k-Database)
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```
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mkdir AGIQA && cd AGIQA
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gdown 1ObuOZ6YZqZuxe4oRlaf3kdOBlTRg2GE4
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unzip AGIQA-3K.zip
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```
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- [MAGICBRUSH](https://huggingface.co/datasets/osunlp/MagicBrush)
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```
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cd MagicBrush
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wget https://huggingface.co/datasets/lmms-lab/M4-Instruct-Data/resolve/main/MagicBrush.zip
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unzip MagicBrush
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cd ..
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```
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- [HQ-EDIT](https://huggingface.co/datasets/UCSC-VLAA/HQ-Edit)
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```
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cd HQ-Edit
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wget https://huggingface.co/datasets/lmms-lab/M4-Instruct-Data/resolve/main/HQ-Edit.zip
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unzip HQ-Edit.zip
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cd ..
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```
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- [CD-COCO](https://cocodataset.org/#download)
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```
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mkdir coco && cd coco
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wget http://images.cocodataset.org/zips/val2014.zip
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unzip val2014.zip
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gdown 1HVdNHPsnacOAuzjzQB_ST7R9hE23rN6c
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gdown 1zjeywda7l58aUXFYXT1eWfh_41LI6o8G
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gdown 1xGHzv0zu9coyqFAGizrhajItpwlCE9yS
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cd ..
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```
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- [POLARIS](https://huggingface.co/datasets/yuwd/Polaris)
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```
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mkdir polaris && cd polaris
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wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/images.tar.gz
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wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/polaris_test.csv
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wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/polaris_train.csv
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wget https://huggingface.co/datasets/yuwd/Polaris/resolve/main/polaris_val.csv
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cd ..
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```
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- [KADID-10k](https://database.mmsp-kn.de/kadid-10k-database.html)
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```
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mkdir kadid && cd kadid
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wget https://datasets.vqa.mmsp-kn.de/archives/kadid10k.zip
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unzip kadid10k.zip
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cd ..
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```
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- [KONIQ-10k](https://database.mmsp-kn.de/koniq-10k-database.html)
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```
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mkdir koniq && cd koniq
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wget http://datasets.vqa.mmsp-kn.de/archives/koniq10k_1024x768.zip
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unzip koniq10k_1024x768.zip
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cd ..
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```
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- [PIPAL](https://github.com/HaomingCai/PIPAL-dataset?tab=readme-ov-file)
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```
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mkdir pipal && cd pipal
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gdown 1RBXHihWGDXP_NI3xLcy98nus28SrhFLH
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unzip Validation_Ref.zip
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gdown 1zbKA7YChfiCZBxaJ3Z3GfSHAbmqcsGlN
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unzip Distortion_validation.zip
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cd ..
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```
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- [SICE](https://github.com/csjcai/SICE)
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```
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mkdir sice && cd sice
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gdown 1HiLtYiyT9R7dR9DRTLRlUUrAicC4zzWN
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Dataset_Part1.rar
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gdown 16VoHNPAZ5Js19zspjFOsKiGRrfkDgHoN
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Dataset_Part2.rar
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cd ..
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```
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- CIFAR-100-OOO
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The data will be automatically downloaded during the execution of UniSim evaluations.
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- [IMAGENET]-OOO(https://huggingface.co/datasets/ILSVRC/imagenet-1k)
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[Paper](https://arxiv.org/abs/2412.10594) | [GitHub](https://github.com/SaraGhazanfari/UniSim)
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Below is the complete list of datasets included in UniSim-Bench, along with instructions for downloading them.
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- [NIGHTS](https://github.com/ssundaram21/dreamsim/blob/main/dataset/download_dataset.sh)
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- [BAPPS](https://github.com/richzhang/PerceptualSimilarity/blob/master/scripts/download_dataset.sh)
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- [PieAPP](https://github.com/prashnani/PerceptualImageError/blob/master/dataset/dataset_README.md)
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- [ImageReward](https://huggingface.co/THUDM/ImageReward)
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- [HPDv2](https://huggingface.co/datasets/ymhao/HPDv2)
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- [AGIQA-3K](https://github.com/lcysyzxdxc/AGIQA-3k-Database)
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- [MAGICBRUSH](https://huggingface.co/datasets/osunlp/MagicBrush)
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- [HQ-EDIT](https://huggingface.co/datasets/UCSC-VLAA/HQ-Edit)
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- [CD-COCO](https://cocodataset.org/#download)
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- [POLARIS](https://huggingface.co/datasets/yuwd/Polaris)
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- [KADID-10k](https://database.mmsp-kn.de/kadid-10k-database.html)
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- [KONIQ-10k](https://database.mmsp-kn.de/koniq-10k-database.html)
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- [PIPAL](https://github.com/HaomingCai/PIPAL-dataset?tab=readme-ov-file)
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- [SICE](https://github.com/csjcai/SICE)
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- CIFAR-100-OOO
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The data will be automatically downloaded during the execution of UniSim evaluations.
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- [IMAGENET]-OOO(https://huggingface.co/datasets/ILSVRC/imagenet-1k)
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- [R-OXFORD / R-PARIS](https://cmp.felk.cvut.cz/revisitop/)
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```
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/HQ-Edit.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/MagicBrush.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/agiqa-3k.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/hpdv2.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/kadid10k.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/koniq10k.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/nights.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/pie-app.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/pipal.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/polaris.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/retrieval.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/bapps.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/coco-triplets.tar
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wget https://huggingface.co/datasets/saraghznfri/unisim_data/resolve/main/sice.tar
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tar -xvf HQ-Edit.tar
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tar -xvf MagicBrush.tar
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tar -xvf agiqa-3k.tar
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tar -xvf hpdv2.tar
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tar -xvf kadid10k.tar
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tar -xvf koniq10k.tar
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tar -xvf nights.tar
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tar -xvf pie-app.tar
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tar -xvf pipal.tar
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tar -xvf polaris.tar
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tar -xvf retrieval.tar
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tar -xvf bapps.tar
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tar -xvf coco-triplets.tar
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tar -xvf sice.tar
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```
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