ResearchBenchmarksText-to-3D Generation on Feed-forward 24 PromptsText-to-3D Generation on Feed-forward 24 PromptsFollow0.19CLIP-DVLM3D0.18840.19920.210.2208Nov 18, 2025Evaluation resultsMethodMethodLinksCLIP-DFIDCLIP-FIDGeometry ScoreVLM3Dpipeline=feed-forwardpipeline=feed-forward2025.110.19274.945.790.49CLAYpipeline=feed-forwardpipeline=feed-forward2025.110.22310.353.110.63Hunyuan3Dpipeline=feed-forwardpipeline=feed-forward2025.110.23338.654.010.58