Novel View Synthesis on CO3D
24.77PSNRMVGD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MVGDConditioning views=9-view, Evaluation setting=In-domain2025.01 | 24.77 | 0.789 | 0.248 | |
| See3DInput View Condition=Single View2024.12 | 24.28 | 0.765 | 0.251 | |
| CAT3DConditioning views=9-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.01 | 23.58 | 0.752 | 0.273 | |
| MVGDConditioning views=6-view, Evaluation setting=In-domain2025.01 | 23.49 | 0.743 | 0.322 | |
| ReconFusionConditioning views=9-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.01 | 22.95 | 0.736 | 0.318 | |
| CAT3DConditioning views=6-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.01 | 22.79 | 0.726 | 0.292 | |
| ReconFusionConditioning views=6-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.01 | 21.84 | 0.714 | 0.342 | |
| Plücker2026.06 | 21.54 | 0.688 | 0.291 | |
| UCPEtAdd2026.06 | 20.92 | 0.711 | 0.245 | |
| UCPEdual2026.06 | 20.87 | 0.712 | 0.244 | |
| DPPEtAdd2026.06 | 20.81 | 0.709 | 0.245 | |
| MVGDConditioning views=3-view, Evaluation setting=In-domain2025.01 | 20.68 | 0.678 | 0.331 | |
| CAT3DConditioning views=3-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.01 | 20.57 | 0.666 | 0.351 | |
| UCPE2026.06 | 20.56 | 0.703 | 0.26 | |
| DPPEdual2026.06 | 20.55 | 0.702 | 0.256 | |
| SimpleNeRFConditioning views=9-view, Evaluation setting=In-domain2025.01 | 20.52 | 0.672 | 0.493 | |
| ZeroNVSConditioning views=9-view, Evaluation setting=In-domain, Fine-tuning=true2025.01 | 20.5 | 0.64 | 0.5 | |
| ViewCrafterInput View Condition=Single View2024.12 | 20.17 | 0.664 | 0.283 | |
| GTA2026.06 | 20.06 | 0.689 | 0.29 | |
| PRoPE2026.06 | 19.91 | 0.686 | 0.295 | |
| ZeroNVSConditioning views=6-view, Evaluation setting=In-domain, Fine-tuning=true2025.01 | 19.72 | 0.627 | 0.515 | |
| ReconFusionConditioning views=3-view, Evaluation setting=In-domain, Internal dataset pre-training=true2025.01 | 19.59 | 0.662 | 0.398 | |
| ViewCrafterInput View Condition=Single View, Implementation=re-implemented2024.12 | 19.07 | 0.678 | 0.339 | |
| SimpleNeRFConditioning views=6-view, Evaluation setting=In-domain2025.01 | 18.12 | 0.622 | 0.541 | |
| FreeNeRFConditioning views=9-view, Evaluation setting=In-domain2025.01 | 17.35 | 0.575 | 0.561 | |
| ZeroNVSConditioning views=3-view, Evaluation setting=In-domain, Fine-tuning=true2025.01 | 17.13 | 0.581 | 0.566 | |
| MotionCtrlInput View Condition=Single View2024.12 | 16.16 | 0.515 | 0.418 | |
| SimpleNeRFConditioning views=3-view, Evaluation setting=In-domain2025.01 | 15.4 | 0.553 | 0.612 | |
| FreeNeRFConditioning views=6-view, Evaluation setting=In-domain2025.01 | 15.2 | 0.523 | 0.596 | |
| ZeroNVSInput View Condition=Single View2024.12 | 14.23 | 0.444 | 0.495 | |
| LucidDreamerInput View Condition=Single View2024.12 | 13.9 | 0.412 | 0.473 | |
| FreeNeRFConditioning views=3-view, Evaluation setting=In-domain2025.01 | 13.28 | 0.461 | 0.634 |