NeRF
Benchmarks
TaskDatasetSOTA resultTrendResults
NeRF Synthetic
34.64PSNR
125
Synthetic-NeRF (test)
36.58PSNR
56
NeRF Synthetic (test)
37.67PSNR
40
NeRF Synthetic
33.37PSNR
30
NeRF-Synthetic
6.41Training Time (min)
25
NeRF-synthetic original (test)
33.8PSNR
25
NeRF Synthetic
33.69PSNR
13
NeRF real-world (test)
8.15Depth Error (%)
12
NeRF Real (2-view)
20.2PSNR
10
NeRF Synthetic 360° (test)
31.75PSNR
10
NeRF Synthetic Scene
28.19PSNR
9
NeRF-Synthetic (holdout frames)
32.51PSNR
9
NeRF-Synthetic
96.9SSIM (Poisoned vs Render)
8
NeRF synthetic
33.33PSNR
7
NeRF synthetic
19.58PSNR
7
NeRF Blender
35.65PSNR
6
NeRF LLFF
0.246LPIPS
6
NeRF Syn.
1.3Editing Time
5
NeRF Syn.
121FID
5
NeRF Synthetic 360
8.3Disk Storage (MB)
5
NeRF Synthetic 6-shot
22.9PSNR
5
NeRF-Synthetic
98.7Registration Accuracy (%)
4
NeRF dataset
13CLIP-DS
4
NeRF unseen views 49 (test)
1.1Hamming Distance (x100)
4
NeRF unseen views 49 (test)
2.2Hamming Distance
4