TensoRF¶
In this example we showcase how to plug the nerfacc library into the official codebase of TensoRF. See our forked repo for details.
Benchmark: NeRF-Synthetic Dataset¶
updated on 2023-04-04 with nerfacc==0.5.0
Our experiments are conducted on a single NVIDIA GeForce RTX 2080 Ti.
PSNR |
Lego |
Mic |
Materials |
Chair |
Hotdog |
Ficus |
Drums |
Ship |
MEAN |
|---|---|---|---|---|---|---|---|---|---|
TensoRF |
35.14 |
25.70 |
33.69 |
37.03 |
36.04 |
29.77 |
34.35 |
30.12 |
32.73 |
training time |
504s |
522s |
633s |
648s |
584s |
824s |
464s |
759s |
617s |
Ours (occ) |
35.05 |
25.70 |
33.54 |
36.99 |
35.62 |
29.76 |
34.08 |
29.39 |
32.52 |
training time |
310s |
312s |
463s |
433s |
363s |
750s |
303s |
468s |
425s |
Benchmark: Tanks&Temples Dataset¶
updated on 2023-04-04 with nerfacc==0.5.0
Our experiments are conducted on a single NVIDIA GeForce RTX 2080 Ti.
PSNR |
Barn |
Caterpillar |
Family |
Truck |
MEAN |
|---|---|---|---|---|---|
TensoRF |
26.88 |
25.48 |
33.48 |
26.59 |
28.11 |
training time |
24min |
19min |
15min |
18min |
19min |
Ours (occ) |
26.74 |
25.64 |
33.16 |
26.70 |
28.06 |
training time |
19min |
15min |
11min |
13min |
14min |