Datasets:
Dataset Viewer
Search is not available for this dataset
sentence1
imagewidth (px) 448
448
| sentence2
imagewidth (px) 448
448
| score
float64 0
5
|
|---|---|---|
2.5
|
||
3.6
|
||
5
|
||
4.2
|
||
1.5
|
||
1.8
|
||
3.5
|
||
2.2
|
||
2.2
|
||
1.714
|
||
1.714
|
||
5
|
||
0.6
|
||
4.4
|
||
2
|
||
1.8
|
||
4.4
|
||
3.6
|
||
3.6
|
||
1.2
|
||
2.4
|
||
0.2
|
||
4.2
|
||
4.4
|
||
2.25
|
||
2
|
||
0.75
|
||
2.2
|
||
0.8
|
||
2.2
|
||
3.2
|
||
4.8
|
||
1.4
|
||
4.25
|
||
3.4
|
||
0.533
|
||
0.4
|
||
1.2
|
||
5
|
||
0.538
|
||
3.75
|
||
3
|
||
3.6
|
||
0.5
|
||
1.5
|
||
0.8
|
||
0.8
|
||
0.6
|
||
4.4
|
||
1.75
|
||
0.4
|
||
1.4
|
||
0.4
|
||
0.8
|
||
2
|
||
0.133
|
||
4
|
||
0.267
|
||
3.4
|
||
1.2
|
||
5
|
||
0
|
||
3.8
|
||
0.75
|
||
3.4
|
||
0
|
||
0.2
|
||
4
|
||
0.5
|
||
3.8
|
||
2.4
|
||
4.75
|
||
0
|
||
3.75
|
||
2.6
|
||
0
|
||
0.75
|
||
0
|
||
3.8
|
||
2.8
|
||
0
|
||
0.8
|
||
3
|
||
1
|
||
0
|
||
1
|
||
3.4
|
||
5
|
||
2.333
|
||
1.4
|
||
0.75
|
||
3.538
|
||
0.8
|
||
3.5
|
||
2
|
||
4.75
|
||
4
|
||
4.5
|
||
1.5
|
||
2.4
|
End of preview. Expand
in Data Studio
Dataset Summary
This dataset is rendered to images from STS-benchmark. We envision the need to assess vision encoders' abilities to understand texts. A natural way will be assessing them with the STS protocols, with texts rendered into images.
Examples of Use
Load English train Dataset:
from datasets import load_dataset
dataset = load_dataset("Pixel-Linguist/rendered-stsb", name="en", split="train")
Load Chinese dev Dataset:
from datasets import load_dataset
dataset = load_dataset("Pixel-Linguist/rendered-stsb", name="zh", split="dev")
Languages
de, en, es, fr, it, nl, pl, pt, ru, zh
Citation Information
@article{xiao2024pixel,
title={Pixel Sentence Representation Learning},
author={Xiao, Chenghao and Huang, Zhuoxu and Chen, Danlu and Hudson, G Thomas and Li, Yizhi and Duan, Haoran and Lin, Chenghua and Fu, Jie and Han, Jungong and Moubayed, Noura Al},
journal={arXiv preprint arXiv:2402.08183},
year={2024}
}
- Downloads last month
- 193