Image-to-3D Generation on NeRF4
0.84CLIP-SimilarityDTC123
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DTC1232024.04 | 0.84 | 25.14 | — | 0.02 | — | — | — | |
| Magic1232024.04 | 0.8 | 24.62 | — | 0.03 | — | — | — | |
| Control3D_IP2025.11 | 0.782 | — | — | — | 0.0335 | 0.0213 | 30 | |
| Magic123textual inversion=w/o2025.11 | 0.774 | — | — | — | 0.0683 | 0.0537 | 30 | |
| Magic123textual inversion=w/2025.11 | 0.747 | — | — | — | 0.0699 | 0.0519 | 120 | |
| LRM2025.11 | 0.615 | — | — | — | 0.0083 | 0.0055 | 1 | |
| GES2024.02 | 0.58 | 13.33 | 2 | — | — | — | — | |
| DreamGaussian2024.02 | 0.56 | 13.48 | 2 | — | — | — | — | |
| NeuralLift2024.04 | 0.52 | 12.55 | — | 0.5 | — | — | — | |
| Point-E2024.02 | 0.48 | 0.7 | — | — | — | — | — | |
| LGM2025.11 | 0.48 | — | — | — | 0.0115 | 0.0097 | 1 | |
| RealFusion2024.04 | 0.38 | 15.37 | — | 0.2 | — | — | — |