khuangaf
commited on
Commit
•
483b80a
1
Parent(s):
87cfee5
update README
Browse files
README.md
CHANGED
|
@@ -59,6 +59,17 @@ dataset_info:
|
|
| 59 |
|
| 60 |
[ChartVE](https://huggingface.co/khhuang/chartve) (Chart Visual Entailment) is a visual entailment model introduced in the paper "Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning" for evaluating the factuality of a generated caption sentence with regard to the input chart. The model takes in a chart figure and a caption sentence as input, and outputs an entailment probability. This repository hosts the training and validation data for ChartVE.
|
| 61 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
|
| 63 |
## Paper Information
|
| 64 |
|
|
|
|
| 59 |
|
| 60 |
[ChartVE](https://huggingface.co/khhuang/chartve) (Chart Visual Entailment) is a visual entailment model introduced in the paper "Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning" for evaluating the factuality of a generated caption sentence with regard to the input chart. The model takes in a chart figure and a caption sentence as input, and outputs an entailment probability. This repository hosts the training and validation data for ChartVE.
|
| 61 |
|
| 62 |
+
### Fields
|
| 63 |
+
|
| 64 |
+
Below, we illustrate the fields in each instance.
|
| 65 |
+
|
| 66 |
+
- `image`: The path to chart image. Images can be found in [image.zip](https://huggingface.co/datasets/khhuang/chartve_dataset/blob/main/images.zip).
|
| 67 |
+
- `sentence`: The sentence used as the _hypothesis_.
|
| 68 |
+
- `label`: An indicator about whether the chart entails the given `sentence`.
|
| 69 |
+
- `manipulation_type`: The type of perturbation that alters the original sentence (this is only applicable for non-entailment instances).
|
| 70 |
+
- `dataset`: The source dataset of the chart `image`.
|
| 71 |
+
|
| 72 |
+
|
| 73 |
|
| 74 |
## Paper Information
|
| 75 |
|