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# System prepended metadata

title: Evaluation Results - Test Data

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# Evaluation Results - Test Data

**Date:** 07/07/2022

## Notes

<i class="fa fa-file" style="font-size:24px"></i>  **[Qualitative report](
https://drive.google.com/drive/folders/1ka7MwnU31jILxuhzVysALzZkwdZQIE7d?usp=sharing)**


## 1. Data

In this report, annotation systems are evaluated using single-annotated data from session 5 and single-annotated and cross-annotated from sessions 1 to 4. 

![](https://i.imgur.com/wVOMza2.png)


## 2. Metrics 

### 2.1 Tagging

![](https://i.imgur.com/16O4DBT.png)


### 2.2 Linking

#### 2.2.1 Tag distribution

![](https://i.imgur.com/d7rUVfL.png)


#### 2.2.2  Results

![](https://i.imgur.com/EEnCMed.png)


### 2.3 End-to-End

![](https://i.imgur.com/0OZoAkr.png)


## 3. PR curves

### 3.1 ELQ fine-tunning

#### 3.1.1 Tagging

![](https://i.imgur.com/KKKz7Oq.png)

#### 3.1.1 End-to-end

![](https://i.imgur.com/mXEJXHf.png)


### 3.2 ELQ Off-the-shelf

#### 3.2.1 Tagging

![](https://i.imgur.com/vf9zM2O.png)

#### 3.2.1 End-to-end

![](https://i.imgur.com/PVvmTne.png)


