Hugging Face's logo

Datasets:
saraghznfri
/
unisim_data

ArXiv:
License:
Dataset card Files Community
2
unisim_data
File size: 4,598 Bytes 
e064bd8
 
 
 
88ac9d3
 
 
 
 
 
 
 
e064bd8
 
 
764feef
e064bd8
 
88ac9d3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e064bd8
88ac9d3
 
 
 
 
 
 
 
 
 
e064bd8
88ac9d3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e064bd8
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
 
---
license: cc
---

# 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
```

- [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 ..
  ```

- [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.

- [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