Update README.md

README.md

@@ -93,14 +93,17 @@ ds = load_dataset("dataset.py", name="cropped_256_eval", split="validation", tru
 
 > **ℹ️ Note:** The CSV metadata and image package associated with the selected configuration will be automatically downloaded and extracted to `~/.cache/huggingface/datasets/downloads/extracted/` .
 
-### 📑 Configuration Options
 
+### 📑 Configuration Table
 
-- **`name`:** `original_256`, `original_256_pretrain`, `original_256_train`, `original_256_eval`, `cropped_256`, `cropped_256_pretrain`, `cropped_256_train`, `cropped_256_eval`
-
-- **`split`:** `pretrain`, `train`, `validation`, `test`, `val_unseen`, `test_unseen`, `key_unseen`, `other_heldout`
-
+| **`name`**                                      | **Available `split` values**                                                                          |
+|---------------------------------------------    |-------------------------------------------------------------------                                    |
+| `cropped_256`, `original_256`                   | `pretrain`, `train`, `validation`, `test`, `val_unseen`, `test_unseen`, `key_unseen`, `other_heldout` |
+| `cropped_256_pretrain`, `original_256_pretrain` | `pretrain`                                                                                            |
+| `cropped_256_train`, `original_256_train`       | `train`                                                                                               |
+| `cropped_256_eval`, `original_256_eval`         | `validation`, `test`, `val_unseen`, `test_unseen`, `key_unseen`, `other_heldout`                      |
 
+> **ℹ️ Note:** If you do not specify the `split` when loading the dataset, all available splits will be loaded as a dictionary.
 
 
 ## Sample Usage