Novel View Synthesis on 360 dataset multiscale 2x scale factor benchmark leaderboard · SOTA2 Research

Novel View Synthesis on 360 dataset multiscale 2x scale factor

30.03PSNRZip-NeRF (Unscented Multisampling)

Evaluation Results

Method
Zip-NeRF (Unscented Multisampling)2023.04	30.03	89.1	0.1
Zip-NeRF2023.04	30	89.2	0.099
Zip-NeRF (No Appended Scale w)2023.04	29.98	89	0.101
Zip-NeRF (No Downweighting)2023.04	29.94	88.9	0.102
Zip-NeRF (No Multisampling)2023.04	29.87	88.6	0.105
Zip-NeRF (No New Interlevel Loss)2023.04	29.82	89.2	0.098
Zip-NeRF (Random Multisampling)2023.04	29.75	88.6	0.106
Zip-NeRF (Naive Sampling)2023.04	29.7	88	0.114
Zip-NeRF (Un-Normalized Weight Decay)2023.04	29.65	88.9	0.1
Zip-NeRF (Jittered)2023.04	29.6	87.9	0.116
mip-NeRF 3602023.04	29.19	86.4	0.136
Zip-NeRF (Naive Supersampling (6x))2023.04	29.03	88.1	0.109
Zip-NeRF (Jittered Supersampling (6x))2023.04	28.99	88.4	0.105
Zip-NeRF (Small View-Dependent MLP)2023.04	28.98	88.2	0.109
Zip-NeRF (No Weight Decay)2023.04	28.91	88.1	0.109
mip-NeRF 360 + iNGP2023.04	27.92	85.5	0.141
Instant NGP2023.04	25.23	71.2	0.251