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@@ -1,289 +1,167 @@
 ---
 configs:
-- config_name: default
-  data_files:
-  - path: data/temp_20250822_223615-*
-    split: temp_20250822_223615
-  - path: data/temp_20250822_223618-*
-    split: temp_20250822_223618
-  - path: data/temp_20250822_223621-*
-    split: temp_20250822_223621
-  - path: data/temp_20250822_223624-*
-    split: temp_20250822_223624
-  - path: data/temp_20250822_223627-*
-    split: temp_20250822_223627
-  - path: data/temp_20250822_223630-*
-    split: temp_20250822_223630
-  - path: data/temp_20250822_223633-*
-    split: temp_20250822_223633
-  - path: data/temp_20250822_223636-*
-    split: temp_20250822_223636
-  - path: data/temp_20250822_223640-*
-    split: temp_20250822_223640
-  - path: data/temp_20250822_223643-*
-    split: temp_20250822_223643
-  - path: data/temp_20250822_223646-*
-    split: temp_20250822_223646
-  - path: data/temp_20250822_224041-*
-    split: temp_20250822_224041
-  - path: data/temp_20250822_224045-*
-    split: temp_20250822_224045
-  - path: data/temp_20250822_224049-*
-    split: temp_20250822_224049
-  - path: data/temp_20250822_224052-*
-    split: temp_20250822_224052
-  - path: data/temp_20250822_224056-*
-    split: temp_20250822_224056
-  - path: data/temp_20250822_224101-*
-    split: temp_20250822_224101
-  - path: data/temp_20250822_224104-*
-    split: temp_20250822_224104
-  - path: data/temp_20250822_224108-*
-    split: temp_20250822_224108
-  - path: data/temp_20250822_224112-*
-    split: temp_20250822_224112
-  - path: data/temp_20250822_224115-*
-    split: temp_20250822_224115
-  - path: data/temp_20250822_224119-*
-    split: temp_20250822_224119
-  - path: data/split_20250822_224839-*
-    split: split_20250822_224839
-  - path: data/split_20250822_224844-*
-    split: split_20250822_224844
-  - path: data/split_20250822_225145-*
-    split: split_20250822_225145
 - config_name: split_20250821_120925
   data_files:
-  - path: data/split_20250821_120925.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_120925.parquet
 - config_name: split_20250821_122924
   data_files:
-  - path: data/split_20250821_122924.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_122924.parquet
 - config_name: split_20250821_123925
   data_files:
-  - path: data/split_20250821_123925.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_123925.parquet
 - config_name: split_20250821_124926
   data_files:
-  - path: data/split_20250821_124926.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_124926.parquet
 - config_name: split_20250821_130425
   data_files:
-  - path: data/split_20250821_130425.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_130425.parquet
 - config_name: split_20250821_131426
   data_files:
-  - path: data/split_20250821_131426.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_131426.parquet
 - config_name: split_20250821_133425
   data_files:
-  - path: data/split_20250821_133425.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_133425.parquet
 - config_name: split_20250821_134425
   data_files:
-  - path: data/split_20250821_134425.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_134425.parquet
 - config_name: split_20250821_140445
   data_files:
-  - path: data/split_20250821_140445.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_140445.parquet
 - config_name: split_20250821_141427
   data_files:
-  - path: data/split_20250821_141427.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_141427.parquet
 - config_name: split_20250821_142925
   data_files:
-  - path: data/split_20250821_142925.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_142925.parquet
 - config_name: split_20250821_143429
   data_files:
-  - path: data/split_20250821_143429.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_143429.parquet
 - config_name: split_20250821_145425
   data_files:
-  - path: data/split_20250821_145425.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_145425.parquet
 - config_name: split_20250821_150928
   data_files:
-  - path: data/split_20250821_150928.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_150928.parquet
 - config_name: split_20250821_152925
   data_files:
-  - path: data/split_20250821_152925.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_152925.parquet
 - config_name: split_20250821_155424
   data_files:
-  - path: data/split_20250821_155424.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_155424.parquet
 - config_name: split_20250821_161924
   data_files:
-  - path: data/split_20250821_161924.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_161924.parquet
 - config_name: split_20250821_163927
   data_files:
-  - path: data/split_20250821_163927.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_163927.parquet
 - config_name: split_20250821_170937
   data_files:
-  - path: data/split_20250821_170937.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_170937.parquet
 - config_name: split_20250821_173926
   data_files:
-  - path: data/split_20250821_173926.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_173926.parquet
 - config_name: split_20250821_180425
   data_files:
-  - path: data/split_20250821_180425.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_180425.parquet
 - config_name: split_20250821_182427
   data_files:
-  - path: data/split_20250821_182427.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_182427.parquet
 - config_name: split_20250821_184448
   data_files:
-  - path: data/split_20250821_184448.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_184448.parquet
 - config_name: split_20250821_185537
   data_files:
-  - path: data/split_20250821_185537.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_185537.parquet
 - config_name: split_20250821_191036
   data_files:
-  - path: data/split_20250821_191036.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_191036.parquet
 - config_name: split_20250821_192503
   data_files:
-  - path: data/split_20250821_192503.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_192503.parquet
 - config_name: split_20250821_194436
   data_files:
-  - path: data/split_20250821_194436.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_194436.parquet
 - config_name: split_20250821_195938
   data_files:
-  - path: data/split_20250821_195938.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_195938.parquet
 - config_name: split_20250821_200935
   data_files:
-  - path: data/split_20250821_200935.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_200935.parquet
 - config_name: split_20250821_201430
   data_files:
-  - path: data/split_20250821_201430.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_201430.parquet
 - config_name: split_20250821_203929
   data_files:
-  - path: data/split_20250821_203929.parquet
-    split: train
+  - split: train
+    path: data/split_20250821_203929.parquet
 - config_name: split_20250822_081634
   data_files:
-  - path: data/split_20250822_081634.parquet
-    split: train
-- config_name: split_20250822_224041
-  data_files:
-  - path: data/split_20250822_224041.parquet
-    split: train
-- config_name: split_20250822_224045
-  data_files:
-  - path: data/split_20250822_224045.parquet
-    split: train
-- config_name: split_20250822_224049
-  data_files:
-  - path: data/split_20250822_224049.parquet
-    split: train
-- config_name: split_20250822_224052
-  data_files:
-  - path: data/split_20250822_224052.parquet
-    split: train
-- config_name: split_20250822_224056
-  data_files:
-  - path: data/split_20250822_224056.parquet
-    split: train
-- config_name: split_20250822_224101
-  data_files:
-  - path: data/split_20250822_224101.parquet
-    split: train
-- config_name: split_20250822_224104
-  data_files:
-  - path: data/split_20250822_224104.parquet
-    split: train
-- config_name: split_20250822_224108
-  data_files:
-  - path: data/split_20250822_224108.parquet
-    split: train
-- config_name: split_20250822_224112
-  data_files:
-  - path: data/split_20250822_224112.parquet
-    split: train
-- config_name: split_20250822_224115
-  data_files:
-  - path: data/split_20250822_224115.parquet
-    split: train
-- config_name: split_20250822_224119
-  data_files:
-  - path: data/split_20250822_224119.parquet
-    split: train
+  - split: train
+    path: data/split_20250822_081634.parquet
 - config_name: split_20250822_224839
   data_files:
-  - path: data/split_20250822_224839.parquet
-    split: train
+  - split: train
+    path: data/split_20250822_224839.parquet
 - config_name: split_20250822_224844
   data_files:
-  - path: data/split_20250822_224844.parquet
-    split: train
+  - split: train
+    path: data/split_20250822_224844.parquet
 - config_name: split_20250822_225145
   data_files:
-  - path: data/split_20250822_225145.parquet
-    split: train
+  - split: train
+    path: data/split_20250822_225145.parquet
+dataset_info:
+  features:
+  - name: media_hash
+    dtype: string
+  - name: model_name
+    dtype: string
+  - name: label
+    dtype: int64
+  - name: timestamp
+    dtype: int64
+  - name: file_age_hours
+    dtype: float32
+  - name: media_image
+    dtype: image
+  splits:
+  - name: train
+    num_bytes: 0
+    num_examples: 0
+  download_size: 0
+  dataset_size: 0
 ---
 
-# Image Dataset
-
-This dataset contains AI-generated image samples.
-
-## Dataset Structure
-
-Each config represents a batch upload with:
-- Parquet files in `data/` containing image data and metadata
-
-## Loading the Dataset
-
-```python
-from datasets import load_dataset
-
-# List available configs (timestamps)
-configs = ['split_20250821_110436', 'split_20250821_112432', ...]
-
-# Load specific config
-dataset = load_dataset('bitmind/bm-image-benchmarks', 'split_20250821_110436')
-
-# Access data
-for sample in dataset['train']:
-    print(f"Model: {sample['model_name']}")
-    print(f"Label: {sample['label']}")
-    # sample['media_image'] contains the PIL Image
-    image = sample['media_image']
-    image.show()  # Display the image
-```
-
-## Processing Images
-
-```python
-from datasets import load_dataset
-from PIL import Image
-
-# Load dataset (images and metadata)
-config = 'split_20250821_110436'  # Use your desired config
-dataset = load_dataset('bitmind/bm-image-benchmarks', config)
+# BitMind Image Benchmarks
 
-# Process images with metadata
-for sample in dataset['train']:
-    image = sample['media_image']  # PIL Image object
-    print(f"Model: {sample['model_name']}")
-    print(f"Label: {sample['label']}")
-    print(f"Hash: {sample['media_hash']}")
-    
-    # Your image processing code here
-    # image.save(f"{sample['media_hash']}.png")
-```
+AI-generated image detection benchmark dataset.