Update README.md

README.md

@@ -1,103 +1,122 @@
----
-license: apache-2.0
-dataset_info:
-  features:
-  - name: id
-    dtype: int32
-  - name: x
-    sequence: image
-  - name: color
-    dtype:
-      class_label:
-        names:
-          '0': DarkSlateGray
-          '1': OrangeRed
-          '2': Yellow
-          '3': SpringGreen
-          '4': Cyan
-          '5': Purple
-          '6': DodgerBlue
-          '7': DeepPink
-          '8': NavajoWhite
-  - name: shape
-    dtype:
-      class_label:
-        names:
-          '0': square
-          '1': ellipse
-          '2': heart
-  - name: scale
-    dtype:
-      class_label:
-        names:
-          '0': '0.5'
-          '1': '0.6'
-          '2': '0.7'
-          '3': '0.8'
-          '4': '0.9'
-          '5': '1.0'
-  - name: orientation
-    dtype:
-      class_label:
-        names:
-          '0': '0.0'
-          '1': '0.32221463113741466'
-          '2': '0.6444292622748293'
-          '3': '0.966643893412244'
-          '4': '1.2888585245496587'
-  - name: posX
-    dtype:
-      class_label:
-        names:
-          '0': '0.0'
-          '1': '0.5161290322580645'
-          '2': '1.0'
-  - name: posY
-    dtype:
-      class_label:
-        names:
-          '0': '0.0'
-          '1': '0.5161290322580645'
-          '2': '1.0'
-  - name: posX_dynamic
-    dtype:
-      class_label:
-        names:
-          '0': right_1x
-          '1': left_1x
-          '2': right_2x
-          '3': left_2x
-          '4': mid_right
-          '5': mid_left
-  - name: posY_dynamic
-    dtype:
-      class_label:
-        names:
-          '0': down_1x
-          '1': up_1x
-          '2': down_2x
-          '3': up_2x
-          '4': mid_down
-          '5': mid_up
-  splits:
-  - name: train
-    num_bytes: 30274411.672
-    num_examples: 20412
-  - name: val
-    num_bytes: 9995175.138
-    num_examples: 4374
-  - name: test
-    num_bytes: 9929153.138
-    num_examples: 4374
-  download_size: 50024293
-  dataset_size: 50198739.948
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: val
-    path: data/val-*
-  - split: test
-    path: data/test-*
----
+---
+license: apache-2.0
+dataset_info:
+  features:
+  - name: id
+    dtype: int32
+  - name: x
+    sequence: image
+  - name: color
+    dtype:
+      class_label:
+        names:
+          '0': DarkSlateGray
+          '1': OrangeRed
+          '2': Yellow
+          '3': SpringGreen
+          '4': Cyan
+          '5': Purple
+          '6': DodgerBlue
+          '7': DeepPink
+          '8': NavajoWhite
+  - name: shape
+    dtype:
+      class_label:
+        names:
+          '0': square
+          '1': ellipse
+          '2': heart
+  - name: scale
+    dtype:
+      class_label:
+        names:
+          '0': '0.5'
+          '1': '0.6'
+          '2': '0.7'
+          '3': '0.8'
+          '4': '0.9'
+          '5': '1.0'
+  - name: orientation
+    dtype:
+      class_label:
+        names:
+          '0': '0.0'
+          '1': '0.32221463113741466'
+          '2': '0.6444292622748293'
+          '3': '0.966643893412244'
+          '4': '1.2888585245496587'
+  - name: posX
+    dtype:
+      class_label:
+        names:
+          '0': '0.0'
+          '1': '0.5161290322580645'
+          '2': '1.0'
+  - name: posY
+    dtype:
+      class_label:
+        names:
+          '0': '0.0'
+          '1': '0.5161290322580645'
+          '2': '1.0'
+  - name: posX_dynamic
+    dtype:
+      class_label:
+        names:
+          '0': right_1x
+          '1': left_1x
+          '2': right_2x
+          '3': left_2x
+          '4': mid_right
+          '5': mid_left
+  - name: posY_dynamic
+    dtype:
+      class_label:
+        names:
+          '0': down_1x
+          '1': up_1x
+          '2': down_2x
+          '3': up_2x
+          '4': mid_down
+          '5': mid_up
+  splits:
+  - name: train
+    num_bytes: 30274411.672
+    num_examples: 20412
+  - name: val
+    num_bytes: 9995175.138
+    num_examples: 4374
+  - name: test
+    num_bytes: 9929153.138
+    num_examples: 4374
+  download_size: 50024293
+  dataset_size: 50198739.948
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: val
+    path: data/val-*
+  - split: test
+    path: data/test-*
+---
+
+## MSD dSprites-Dynamic Dataset Attribution
+
+The Multi-factor Sequential Disentanglement benchmark includes a **modified variant of the dSprites dataset**, adapted to support sequential multi-factor disentanglement.
+
+- Original repository:
+  https://github.com/deepmind/dsprites-dataset
+```
+@misc{dsprites17,
+author = {Loic Matthey and Irina Higgins and Demis Hassabis and Alexander Lerchner},
+title = {dSprites: Disentanglement testing Sprites dataset},
+howpublished= {https://github.com/deepmind/dsprites-dataset/},
+year = "2017",
+}
+```
+
+⚠ **Note:** The dSprites dataset is licensed under the Apache License 2.0. We redistribute it here solely for non-commercial research purposes, following the original license terms. Please cite the above repository when using this dataset in your work.
+
+In this modified sequential version, the object’s **color**, **shape**, **scale**, and **orientation** are fixed, while its **spatial position** may change over time, providing a controlled setting for evaluating disentanglement of dynamic factors.