K-Planes¶
In this example we showcase how to plug the nerfacc library into the official codebase of K-Planes. See our forked repo for details.
Benchmark: D-NeRF Dataset¶
updated on 2023-04-04 with nerfacc==0.5.0
Our experiments are conducted on a single NVIDIA GeForce RTX 2080 Ti.
PSNR |
bouncing balls |
hell warrior |
hook |
jumping jacks |
lego |
mutant |
standup |
trex |
MEAN |
|---|---|---|---|---|---|---|---|---|---|
K-Planes |
39.10 |
23.95 |
27.76 |
31.11 |
25.18 |
32.44 |
32.51 |
30.25 |
30.29 |
training time |
68min |
70min |
70min |
70min |
70min |
71min |
72min |
71min |
70min |
Ours (occ) |
38.95 |
24.00 |
27.74 |
30.46 |
25.25 |
32.58 |
32.84 |
30.49 |
30.29 |
training time |
41min |
41min |
40min |
40min |
39min |
39min |
40min |
38min |
40min |