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ResearchFormerly WizWand

Novel View Synthesis on CO3D

24.77PSNRMVGD
12.820415.922719.02522.1273Dec 9, 2024Mar 13, 2025Jun 16, 2025Sep 19, 2025Dec 22, 2025Mar 27, 2026Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MVGDConditioning views=9-view, Evaluation setting=In-domain2025.0124.770.7890.248
See3DInput View Condition=Single View2024.1224.280.7650.251
CAT3DConditioning views=9-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.0123.580.7520.273
MVGDConditioning views=6-view, Evaluation setting=In-domain2025.0123.490.7430.322
ReconFusionConditioning views=9-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.0122.950.7360.318
CAT3DConditioning views=6-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.0122.790.7260.292
ReconFusionConditioning views=6-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.0121.840.7140.342
Plücker2026.0621.540.6880.291
UCPEtAdd2026.0620.920.7110.245
UCPEdual2026.0620.870.7120.244
DPPEtAdd2026.0620.810.7090.245
MVGDConditioning views=3-view, Evaluation setting=In-domain2025.0120.680.6780.331
CAT3DConditioning views=3-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.0120.570.6660.351
UCPE2026.0620.560.7030.26
DPPEdual2026.0620.550.7020.256
SimpleNeRFConditioning views=9-view, Evaluation setting=In-domain2025.0120.520.6720.493
ZeroNVSConditioning views=9-view, Evaluation setting=In-domain, Fine-tuning=true2025.0120.50.640.5
ViewCrafterInput View Condition=Single View2024.1220.170.6640.283
GTA2026.0620.060.6890.29
PRoPE2026.0619.910.6860.295
ZeroNVSConditioning views=6-view, Evaluation setting=In-domain, Fine-tuning=true2025.0119.720.6270.515
ReconFusionConditioning views=3-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.0119.590.6620.398
ViewCrafterInput View Condition=Single View, Implementation=re-implemented2024.1219.070.6780.339
SimpleNeRFConditioning views=6-view, Evaluation setting=In-domain2025.0118.120.6220.541
FreeNeRFConditioning views=9-view, Evaluation setting=In-domain2025.0117.350.5750.561
ZeroNVSConditioning views=3-view, Evaluation setting=In-domain, Fine-tuning=true2025.0117.130.5810.566
MotionCtrlInput View Condition=Single View2024.1216.160.5150.418
SimpleNeRFConditioning views=3-view, Evaluation setting=In-domain2025.0115.40.5530.612
FreeNeRFConditioning views=6-view, Evaluation setting=In-domain2025.0115.20.5230.596
ZeroNVSInput View Condition=Single View2024.1214.230.4440.495
LucidDreamerInput View Condition=Single View2024.1213.90.4120.473
FreeNeRFConditioning views=3-view, Evaluation setting=In-domain2025.0113.280.4610.634