Update files from the datasets library (from 1.3.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

README.md

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+---
+---
+
+# Dataset Card for "compguesswhat"
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits Sample Size](#data-splits-sample-size)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## [Dataset Description](#dataset-description)
+
+- **Homepage:** [https://compguesswhat.github.io/](https://compguesswhat.github.io/)
+- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Size of downloaded dataset files:** 106.86 MB
+- **Size of the generated dataset:** 258.55 MB
+- **Total amount of disk used:** 365.41 MB
+
+### [Dataset Summary](#dataset-summary)
+
+        CompGuessWhat?! is an instance of a multi-task framework for evaluating the quality of learned neural representations,
+        in particular concerning attribute grounding. Use this dataset if you want to use the set of games whose reference
+        scene is an image in VisualGenome. Visit the website for more details: https://compguesswhat.github.io
+
+### [Supported Tasks](#supported-tasks)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Languages](#languages)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Dataset Structure](#dataset-structure)
+
+We show detailed information for up to 5 configurations of the dataset.
+
+### [Data Instances](#data-instances)
+
+#### compguesswhat-original
+
+- **Size of downloaded dataset files:** 102.24 MB
+- **Size of the generated dataset:** 166.29 MB
+- **Total amount of disk used:** 268.53 MB
+
+An example of 'validation' looks as follows.
+```
+This example was too long and was cropped:
+
+{
+    "id": 2424,
+    "image": "{\"coco_url\": \"http://mscoco.org/images/270512\", \"file_name\": \"COCO_train2014_000000270512.jpg\", \"flickr_url\": \"http://farm6.stat...",
+    "objects": "{\"area\": [1723.5133056640625, 4838.5361328125, 287.44476318359375, 44918.7109375, 3688.09375, 522.1935424804688], \"bbox\": [[5.61...",
+    "qas": {
+        "answer": ["Yes", "No", "No", "Yes"],
+        "id": [4983, 4996, 5006, 5017],
+        "question": ["Is it in the foreground?", "Does it have wings?", "Is it a person?", "Is it a vehicle?"]
+    },
+    "status": "success",
+    "target_id": 1197044,
+    "timestamp": "2016-07-08 15:07:38"
+}
+```
+
+#### compguesswhat-zero_shot
+
+- **Size of downloaded dataset files:** 4.62 MB
+- **Size of the generated dataset:** 92.26 MB
+- **Total amount of disk used:** 96.88 MB
+
+An example of 'nd_valid' looks as follows.
+```
+This example was too long and was cropped:
+
+{
+    "id": 0,
+    "image": {
+        "coco_url": "https://s3.amazonaws.com/nocaps/val/004e21eb2e686f40.jpg",
+        "date_captured": "2018-11-06 11:04:33",
+        "file_name": "004e21eb2e686f40.jpg",
+        "height": 1024,
+        "id": 6,
+        "license": 0,
+        "open_images_id": "004e21eb2e686f40",
+        "width": 768
+    },
+    "objects": "{\"IsOccluded\": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], \"IsTruncated\": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], \"area\": [3...",
+    "status": "incomplete",
+    "target_id": "004e21eb2e686f40_30"
+}
+```
+
+### [Data Fields](#data-fields)
+
+The data fields are the same among all splits.
+
+#### compguesswhat-original
+- `id`: a `int32` feature.
+- `target_id`: a `int32` feature.
+- `timestamp`: a `string` feature.
+- `status`: a `string` feature.
+- `id`: a `int32` feature.
+- `file_name`: a `string` feature.
+- `flickr_url`: a `string` feature.
+- `coco_url`: a `string` feature.
+- `height`: a `int32` feature.
+- `width`: a `int32` feature.
+- `width`: a `int32` feature.
+- `height`: a `int32` feature.
+- `url`: a `string` feature.
+- `coco_id`: a `int32` feature.
+- `flickr_id`: a `string` feature.
+- `image_id`: a `string` feature.
+- `qas`: a dictionary feature containing:
+  - `question`: a `string` feature.
+  - `answer`: a `string` feature.
+  - `id`: a `int32` feature.
+- `objects`: a dictionary feature containing:
+  - `id`: a `int32` feature.
+  - `bbox`: a `list` of `float32` features.
+  - `category`: a `string` feature.
+  - `area`: a `float32` feature.
+  - `category_id`: a `int32` feature.
+  - `segment`: a dictionary feature containing:
+    - `feature`: a `float32` feature.
+
+#### compguesswhat-zero_shot
+- `id`: a `int32` feature.
+- `target_id`: a `string` feature.
+- `status`: a `string` feature.
+- `id`: a `int32` feature.
+- `file_name`: a `string` feature.
+- `coco_url`: a `string` feature.
+- `height`: a `int32` feature.
+- `width`: a `int32` feature.
+- `license`: a `int32` feature.
+- `open_images_id`: a `string` feature.
+- `date_captured`: a `string` feature.
+- `objects`: a dictionary feature containing:
+  - `id`: a `string` feature.
+  - `bbox`: a `list` of `float32` features.
+  - `category`: a `string` feature.
+  - `area`: a `float32` feature.
+  - `category_id`: a `int32` feature.
+  - `IsOccluded`: a `int32` feature.
+  - `IsTruncated`: a `int32` feature.
+  - `segment`: a dictionary feature containing:
+    - `MaskPath`: a `string` feature.
+    - `LabelName`: a `string` feature.
+    - `BoxID`: a `string` feature.
+    - `BoxXMin`: a `string` feature.
+    - `BoxXMax`: a `string` feature.
+    - `BoxYMin`: a `string` feature.
+    - `BoxYMax`: a `string` feature.
+    - `PredictedIoU`: a `string` feature.
+    - `Clicks`: a `string` feature.
+
+### [Data Splits Sample Size](#data-splits-sample-size)
+
+#### compguesswhat-original
+
+|                      |train|validation|test|
+|----------------------|----:|---------:|---:|
+|compguesswhat-original|46341|      9738|9621|
+
+#### compguesswhat-zero_shot
+
+|                       |nd_valid|od_valid|nd_test|od_test|
+|-----------------------|-------:|-------:|------:|------:|
+|compguesswhat-zero_shot|    5343|    5372|  13836|  13300|
+
+## [Dataset Creation](#dataset-creation)
+
+### [Curation Rationale](#curation-rationale)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Source Data](#source-data)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Annotations](#annotations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Personal and Sensitive Information](#personal-and-sensitive-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Considerations for Using the Data](#considerations-for-using-the-data)
+
+### [Social Impact of Dataset](#social-impact-of-dataset)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Discussion of Biases](#discussion-of-biases)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Other Known Limitations](#other-known-limitations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Additional Information](#additional-information)
+
+### [Dataset Curators](#dataset-curators)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Licensing Information](#licensing-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Citation Information](#citation-information)
+
+```
+        @inproceedings{suglia2020compguesswhat,
+          title={CompGuessWhat?!: a Multi-task Evaluation Framework for Grounded Language Learning},
+          author={Suglia, Alessandro, Konstas, Ioannis, Vanzo, Andrea, Bastianelli, Emanuele, Desmond Elliott, Stella Frank and Oliver Lemon},
+          booktitle={Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
+          year={2020}
+        }
+
+```
+
+
+### Contributions
+
+Thanks to [@thomwolf](https://github.com/thomwolf), [@aleSuglia](https://github.com/aleSuglia), [@lhoestq](https://github.com/lhoestq) for adding this dataset.