vanilla.rst

Vanilla Nerf 
====================

See code `examples/train_mlp_nerf.py` at our `github repository`_ for details.

Benchmarks
------------


+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+
|                      | Lego  | Mic   | Materials  |Chair  |Hotdog  | Ficus  | Drums  | Ship   |
|                      |       |       |            |       |        |        |        |        |
+======================+=======+=======+============+=======+========+========+========+========+
| Paper (PSNR: 5min)   | 32.54 | 32.91 | 29.62      | 33.00 | 36.18  | 30.13  | 25.01  | 28.65  |
+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+
| Ours  (PSNR)         | XX.XX | XX.XX | XX.XX      | XX.XX | XX.XX  | XX.XX  | XX.XX  | XX.XX  |
+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+
| Ours  (Training time)| XXmin | XXmin | XXmin      | 45min | XXmin  | XXmin  | 41min  | XXmin  |
+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+

.. _`github repository`: : https://github.com/KAIR-BAIR/nerfacc/