---
license: cc
---

# InstructScore (SEScore3)

An amazing explanation metric (diagnostic report) for text generation evaluation

First step, you may download all required dependencies through: pip3 install -r requirements.txt

# Metric Card for InstructScore
![alt text](https://huggingface.co/xu1998hz/InstructScore/blob/main/figs/InstructScore_teaser.jpg)

To run our metric, you only need five lines

````
```
from InstructScore import *
refs = ["Normally the administration office downstairs would call me when there’s a delivery."]
outs = ["Usually when there is takeaway, the management office downstairs will call."]
scorer = InstructScore()
batch_outputs, scores_ls = scorer.score(refs, outs)
```
````

![Overview](https://huggingface.co/xu1998hz/InstructScore/blob/main/figs/InstructScore.jpg)