Link paper and GitHub repository, add task category

README.md

@@ -1,28 +1,34 @@
 ---
 license: other
+size_categories:
+- 100K<n<1M
 pretty_name: ConnectomeBench2
+task_categories:
+- image-classification
 tags:
-  - connectomics
-  - proofreading
-  - 3d
-  - electron-microscopy
-  - mesh
-size_categories:
-  - 100K<n<1M
+- connectomics
+- proofreading
+- 3d
+- electron-microscopy
+- mesh
 configs:
-  - config_name: default
-    data_files:
-      - split: train
-        path: train/train-*.parquet
-      - split: validation
-        path: val/val-*.parquet
-      - split: test
-        path: test/test-*.parquet
+- config_name: default
+  data_files:
+  - split: train
+    path: train/train-*.parquet
+  - split: validation
+    path: val/val-*.parquet
+  - split: test
+    path: test/test-*.parquet
 ---
 
 # ConnectomeBench2
 
-ConnectomeBench2 is a unified benchmark for **automated proofreading of connectomic neural-segmentation data**. **401,170 samples** across 4 species (mouse, fly, human, zebrafish) and 5 sample types (real merge edits, real split edits, synthetic adjacent / junction / synapse controls), with the associated mesh geometry and electron-microscopy (EM) renderings.
+ConnectomeBench2 is a unified benchmark for **automated proofreading of connectomic neural-segmentation data**. This is the dataset for the paper [ConnectomeBench2: A Unified Benchmark for Automated Connectomic Proofreading](https://huggingface.co/papers/2606.21116).
+
+The official codebase is available on GitHub at [timfarkas/ConnectomeBench2](https://github.com/timfarkas/ConnectomeBench2).
+
+**401,170 samples** across 4 species (mouse, fly, human, zebrafish) and 5 sample types (real merge edits, real split edits, synthetic adjacent / junction / synapse controls), with the associated mesh geometry and electron-microscopy (EM) renderings.
 
 Downstream trainers should treat this dataset as the single source of truth for sample identity, labels, train/validation/test split, and which task(s) a row is valid for.
 
@@ -205,4 +211,4 @@ Please also cite the upstream connectome sources used by this dataset:
 - MICrONS (mouse cortex): https://www.microns-explorer.org/cortical-mm3
 - FlyWire (Drosophila): https://flywire.ai/
 - H01 (human cortex): https://h01-release.storage.googleapis.com/landing.html
-- Zebrafish (fish1): https://fish1-release.storage.googleapis.com/index.html
+- Zebrafish (fish1): https://fish1-release.storage.googleapis.com/index.html