Text-to-3D Generation on GPTEval3D 110 prompts
1,365.5Text-Asset Alignment (T-A)VLM3D
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VLM3D2025.11 | 1,365.5 | 1,293.7 | 1,365.4 | 1,419 | 1,368.7 | 1,268.6 | |
| DreamDPO2025.11 | 1,298.9 | 1,171.9 | 1,276.4 | 1,373.2 | 1,296.9 | 1,203.1 | |
| DreamReward2025.11 | 1,287.5 | 1,195 | 1,254.4 | 1,295.5 | 1,261.6 | 1,193.3 | |
| MVDream2025.11 | 1,270.5 | 1,147.5 | 1,250.6 | 1,324.9 | 1,255.5 | 1,097.7 | |
| ProlificDreamer2025.11 | 1,261.8 | 1,058.7 | 1,152 | 1,246.4 | 1,180.6 | 1,012.5 | |
| Latent-NeRF2025.11 | 1,222.3 | 1,144.8 | 1,156.7 | 1,180.5 | 1,160.8 | 1,178.7 | |
| DreamGaussian2025.11 | 1,100.6 | 953.6 | 1,158.6 | 1,126.2 | 1,130.8 | 951.4 | |
| DreamFusion2025.11 | 1,000 | 1,000 | 1,000 | 1,000 | 1,000 | 1,000 | |
| MVDream + Reward3D + RewardCSBase Model=MVDream2025.06 | 3.61 | 3.98 | 3.81 | — | — | — | |
| MVDream + RewardCSBase Model=MVDream2025.06 | 3.59 | 4.05 | 3.95 | — | — | — | |
| MVDream + DreamDPOBase Model=MVDream2025.06 | 3.42 | 3.3 | 3.11 | — | — | — | |
| MVDream + Reward3DBase Model=MVDream2025.06 | 3.38 | 3.35 | 3.22 | — | — | — | |
| MVDream2025.06 | 2.97 | 3.12 | 3.08 | — | — | — |