Eval metadata batch 3: Reddit, Rotten Tomatoes, SemEval 2010, Sentiment 140, SMS Spam, Snips, SQuAD, SQuAD v2, Timit ASR (#4337)

* Eval metadata batch 3: Quora, Reddit, Rotten Tomatoes, SemEval 2010, Sentiment 140, SMS Spam, Snips, SQuAD, SQuAD v2, Timit ASR

* Update datasets/quora/README.md

Co-authored-by: Quentin Lhoest <42851186+lhoestq@users.noreply.github.com>

* Update README.md

removing ROUGE args

* Update datasets/rotten_tomatoes/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update datasets/rotten_tomatoes/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update datasets/squad/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update datasets/squad_v2/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update datasets/squad/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update datasets/squad_v2/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update datasets/squad_v2/README.md

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update README.md

removing eval for quora

Co-authored-by: sashavor <sasha.luccioni@huggingface.co>
Co-authored-by: Quentin Lhoest <42851186+lhoestq@users.noreply.github.com>
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

Commit from https://github.com/huggingface/datasets/commit/8ccf58b77343f323ba6654250f88b69699a57b8e

README.md

@@ -21,6 +21,54 @@ task_ids:
 - intent-classification
 paperswithcode_id: sms-spam-collection-data-set
 pretty_name: SMS Spam Collection Data Set
+train-eval-index:
+- config: plain_text
+  task: text-classification
+  task_id: binary_classification
+  splits:
+    train_split: train
+  col_mapping:
+    sms: text
+    label: target
+  metrics:
+    - type: accuracy
+      name: Accuracy
+    - type: f1
+      name: F1 macro
+      args:
+        average: macro
+    - type: f1
+      name: F1 micro
+      args:
+        average: micro
+    - type: f1
+      name: F1 weighted
+      args:
+        average: weighted
+    - type: precision
+      name: Precision macro
+      args:
+        average: macro
+    - type: precision
+      name: Precision micro
+      args:
+        average: micro
+    - type: precision
+      name: Precision weighted
+      args:
+        average: weighted
+    - type: recall
+      name: Recall macro
+      args:
+        average: macro
+    - type: recall
+      name: Recall micro
+      args:
+        average: micro
+    - type: recall
+      name: Recall weighted
+      args:
+        average: weighted
 ---
 
 # Dataset Card for [Dataset Name]
@@ -59,7 +107,7 @@ pretty_name: SMS Spam Collection Data Set
 
 ### Dataset Summary
 
-The SMS Spam Collection v.1 is a public set of SMS labeled messages that have been collected for mobile phone spam research. 
+The SMS Spam Collection v.1 is a public set of SMS labeled messages that have been collected for mobile phone spam research.
 It has one collection composed by 5,574 English, real and non-enconded messages, tagged according being legitimate (ham) or spam.
 
 ### Supported Tasks and Leaderboards