LLFF
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LLFF Fern simulated foggy (test)
29.12PSNR
4
LLFF Fern simulated underwater (test)
28.8PSNR
4
LLFF Fern synthetic snowflakes (test)
31.74PSNR
4
LLFF
25.95PSNR
4
LLFF-N
24.53Gain 1 PSNR
4
LLFF-N
38.06PSNR (Gain 1)
4
LLFF real-world scenes (test)
24.54PSNR
4
LLFF (Reconfusion)
15.18PSNR
3
LLFF sparse-view
22.05PSNR
3
LLFF Sparse setting (test)
18.53PSNR
3
LLFF Dense setting (test)
19.57PSNR
3
LLFF 3 views (train)
19.79PSNR
3
LLFF real-world scenes (test)
0.46Rotation Error (°)
3
Real Forward-Facing (LLFF) 1/8 hold-out (test)
26.5PSNR
3
LLFF 504x378 (test)
27.7PSNR
2
LLFF Forward-facing
759.25GPU Memory (MB)
2
LLFF (val)
76.7SSIM
2
LLFF
0.544User Preference Score
2
LLFF 9-view
0.093Abs. Rel. Error
1
LLFF 6-view
0.098Abs. Rel. Error
1
LLFF 3-view
0.105Abs. Rel. Error
1
LLFF (val)
—Primary metric
0