Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

Mip-NeRF 360

Benchmarks

Task NameDataset NameSOTA ResultTrend
Novel View SynthesisMip-NeRF 360 (test)
PSNR29.341
166
3D reconstructionMip-NeRF 360
SSIM0.815
37
3D ReconstructionMip-NeRF 360 (test)
PSNR29.82
24
Novel View SynthesisMip-NeRF 360 24-view
PSNR24.21
19
Novel View SynthesisMip-NeRF 360 Indoor Scene 2022
PSNR32.43
16
Novel view synthesisMip-NeRF 360 Average on all scenes
PSNR28.12
15
Few-view 3D ReconstructionMip-NeRF 360 (out-of-distribution)
PSNR18.67
12
Novel View SynthesisMip-NeRF 360 1.0 (test)
PSNR27.69
11
Novel View SynthesisMip-NeRF 360 room 1.0 (test)
SSIM0.954
10
Novel View SynthesisMip-NeRF 360 stump 1.0 (test)
SSIM0.915
10
Novel View SynthesisMip-NeRF 360 garden 1.0 (test)
SSIM88.8
10
Novel View SynthesisMip-NeRF 360 bonsai 1.0 (test)
SSIM0.962
10
Novel View SynthesisMip-NeRF 360 stump
SSIM0.907
10
Novel View SynthesisMip-NeRF 360 garden
SSIM0.923
10
Novel View SynthesisMip-NeRF 360 bonsai
SSIM0.967
10
Novel View SynthesisMip-NeRF 360 x4 24 views (test)
PSNR22.05
10
RenderingMip-NeRF 360 Bonsai scene (1.2M Gaussians) (test)
FPS502
10
RenderingMip-NeRF 360 Bicycle scene (6.1M Gaussians) (test)
FPS321
10
Structure-from-MotionMip-NeRF 360 (full)
Registration Accuracy100
9
Novel View SynthesisMip-NeRF 360 Indoor official (test)
PSNR32.09
8
Novel View SynthesisMip-NeRF 360 Outdoor official (test)
PSNR25.11
8
Novel View SynthesisMip-NeRF 360 4x downsampled (test)
PSNR29.23
8
Novel View SynthesisMip-NeRF 360 Synthesized Varying Exposure (counter)
PSNR16.29
5
Novel View SynthesisMip-NeRF 360 Synthesized Varying Exposure (garden)
PSNR20.93
5
Novel View SynthesisMip-NeRF 360 Synthesized Varying Exposure (bicycle)
PSNR18.63
5
Showing 25 of 30 rows