MipNeRF360
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MipNeRF360
29.32PSNR
70
MipNeRF360 Indoor (test)
31.72PSNR
22
MipNeRF360
5.08Average Peak GPU Memory (GB)
15
MipNeRF360 Outdoor (test)
24.83PSNR
15
MipNeRF360 64 Views
26PSNR
14
MipNeRF360 32 Views
25.26PSNR
14
MipNeRF360 Room
32.3PSNR
12
MipNeRF360 (train)
40.6F1-Score
9
MipNeRF360 K=9 view-count split
8H Score
8
MipNeRF360 K=6 view-count
8H
8
MipNeRF360 K=3 view-count
8H
8
MipNeRF360 Flowers
3.9Size (MB)
8
MipNeRF360 Bonsai
3.7Model Size (MB)
8
MipNeRF360 standard (test)
27.76PSNR
7
MipNeRF360 1 (test)
28.54PSNR
7
MipNerf360
320.44Model Storage Size (MB)
6
MipNeRF360
0.001Mean Fluid Divergence
6
MipNeRF360 unseen
16.76PSNR
6
MipNeRF360 Stump
4.23Size (MB)
6
MipNeRF360
18.3PSNR
5
MipNeRF360 36 input views (test)
0.224LPIPS
5
MipNeRF360 20 input views (test)
0.342LPIPS
5
MipNeRF360 12 input views (test)
0.45LPIPS
5
MipNeRF360
29.16PSNR
5
MipNeRF360 Garden scene
3.025Aspect Ratio (AR)
4