Update README.md

README.md

@@ -1,3 +1,17 @@
----
-license: mit
----
+---
+license: mit
+pretty_name: "ShapenetRender NeRFs"
+---
+
+Dataset introduced in the paper [Weight Space Representation Learning on Diverse NeRF Architectures](https://openreview.net/pdf?id=u90rHXaBve) (under review at ICLR 2026).
+
+To extract the dataset, run
+```sh
+tar -xvf shapenet_nerfs.tar
+```
+
+The NeRF weights contained in the dataset refer to the following implementations (follow [this README](https://github.com/CVLAB-Unibo/nf2vec/blob/main/README.md) to install the required libraries):
+
+* [MLP-based NeRF](https://github.com/frallebini/nerf-training/blob/42e1749f5743789003da53aa6f567562497baf39/radiance_fields/nerf_nerf2vec.py#L65)
+* [Tri-planar NeRF](https://github.com/frallebini/nerf-training/blob/42e1749f5743789003da53aa6f567562497baf39/radiance_fields/nerf_triplane.py#L20)
+* [Hash-based NeRF](https://github.com/frallebini/nerf-training/blob/42e1749f5743789003da53aa6f567562497baf39/radiance_fields/nerf_hash_single_mlp_separate_enc.py#L22)