Mip-NeRF 360
Benchmarks
TaskDatasetSOTA resultTrendResults
Mip-NeRF 360 1.0 (test)
27.69PSNR
11
Mip-NeRF 360 35 (test)
29.78PSNR
10
Mip-NeRF 360 room 1.0 (test)
0.954SSIM
10
Mip-NeRF 360 stump 1.0 (test)
0.915SSIM
10
Mip-NeRF 360 garden 1.0 (test)
88.8SSIM
10
Mip-NeRF 360 bonsai 1.0 (test)
0.962SSIM
10
Mip-NeRF 360 bonsai
0.967SSIM
10
Mip-NeRF 360 x4 24 views (test)
22.05PSNR
10
Mip-NeRF 360 Bonsai scene (1.2M Gaussians) (test)
502FPS
10
Mip-NeRF 360 Bicycle scene (6.1M Gaussians) (test)
321FPS
10
Mip-NeRF 360 3-view (test)
16.13PSNR
9
Mip-NeRF 360 (full)
100Registration Accuracy
9
Mip-NeRF 360 Outdoor
25.01PSNR
8
Mip-NeRF 360 4x downsampled (test)
29.23PSNR
8
Mip-NeRF 360
28.54PSNR
7
Mip-NeRF 360 & nvcampus (vs. gsplat baseline) (test)
94.43PSNR
7
Mip-NeRF 360
27.4PSNR
6
Mip-NeRF 360 (test)
76.3SSIM
6
Mip-NeRF 360 (test)
33.89mAA
5
Mip-NeRF 360
25.85Bicycle Scene Score
5
Mip-NeRF 360 64 views
22.73PSNR
5
Mip-NeRF-360 v1 (test)
69Room Accuracy
5
Mip-NeRF 360 Synthesized Varying Exposure (counter)
16.29PSNR
5
Mip-NeRF 360 Synthesized Varying Exposure (garden)
20.93PSNR
5
Mip-NeRF 360 counter
0.03Rotation Error (°)
4