Add dataset README with metadata

README.md

@@ -18,35 +18,6 @@ task_categories:
 task_ids:
 - multi-label-image-classification
 pretty_name: mars-multi-label-classification
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: val
-    path: data/val-*
-  - split: test
-    path: data/test-*
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: labels
-    sequence: int8
-  - name: feature_names
-    sequence: string
-  splits:
-  - name: train
-    num_bytes: 189511167.738
-    num_examples: 1762
-  - name: val
-    num_bytes: 48685102.0
-    num_examples: 443
-  - name: test
-    num_bytes: 78350787.0
-    num_examples: 739
-  download_size: 320118588
-  dataset_size: 316547056.73800004
 ---
 
 # mars-multi-label-classification
@@ -96,32 +67,7 @@ The dataset contains the following classes:
 - **train**: 1762 images
 - **val**: 443 images
 - **test**: 739 images
-- **few_shot_train_10_shot**: 1310 images
-- **few_shot_train_15_shot**: 1357 images
-- **few_shot_train_1_shot**: 1198 images
-- **few_shot_train_20_shot**: 1402 images
-- **few_shot_train_2_shot**: 1212 images
-- **few_shot_train_5_shot**: 1249 images
-
-## Few-shot Splits
-
-This dataset includes the following few-shot training splits:
-
-- **few_shot_train_10_shot**: 1310 images
-- **few_shot_train_15_shot**: 1357 images
-- **few_shot_train_1_shot**: 1198 images
-- **few_shot_train_20_shot**: 1402 images
-- **few_shot_train_2_shot**: 1212 images
-- **few_shot_train_5_shot**: 1249 images
-
-Few-shot configurations:
-
-- **10_shot.csv**
-- **15_shot.csv**
-- **1_shot.csv**
-- **20_shot.csv**
-- **2_shot.csv**
-- **5_shot.csv**
+
 ## Format
 
 Each example in the dataset has the following format: