TiNeuVox¶
In this example we showcase how to plug the nerfacc library into the official codebase of TiNeuVox. 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 |
|---|---|---|---|---|---|---|---|---|---|
TiNeuVox |
39.37 |
27.05 |
29.61 |
32.92 |
24.32 |
31.47 |
33.59 |
30.01 |
31.04 |
Training Time |
832s |
829s |
833s |
841s |
824s |
833s |
827s |
840s |
833s |
Ours (occ) |
40.56 |
27.17 |
31.35 |
33.44 |
25.17 |
34.05 |
35.35 |
32.29 |
32.42 |
Training Time |
378s |
302s |
342s |
325s |
355s |
360s |
346s |
362s |
346s |
Benchmark: HyperNeRF Dataset¶
updated on 2023-04-04 with nerfacc==0.5.0
Our experiments are conducted on a single NVIDIA GeForce RTX 2080 Ti.
PSNR |
3dprinter |
broom |
chicken |
peel-banana |
MEAN |
|---|---|---|---|---|---|
TiNeuVox |
22.77 |
21.30 |
28.29 |
24.50 |
24.22 |
Training Time |
3253s |
2811s |
3933s |
2705s |
3175s |
Ours (occ) |
22.72 |
21.27 |
28.27 |
24.54 |
24.20 |
Training Time |
2265s |
2221s |
2157s |
2101s |
2186s |
Ours (prop) |
22.75 |
21.17 |
28.27 |
24.97 |
24.29 |
Training Time |
2307s |
2281s |
2267s |
2510s |
2341s |