Text to 3D
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Benchmarks
T$^3$Bench
Most implemented
Text-to-Image Rectified Flow as Plug-and-Play Priors
DreamFusion: Text-to-3D using 2D Diffusion
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design
Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation
MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation
View Selection for 3D Captioning via Diffusion Ranking
Papers
Map2World: Segment Map Conditioned Text to 3D World Generation
3D world generation is essential for applications such as immersive content creation or autonomous driving simulation. Recent advances in 3D world generation have shown promising results; however, these methods are const…
Autonomous DrivingScene GenerationText to 3DHandDreamer: Zero-Shot Text to 3D Hand Model Generation using Corrective Hand Shape Guidance
The emergence of virtual reality has necessitated the generation of detailed and customizable 3D hand models for interaction in the virtual world. However, the current methods for 3D hand model generation are both expens…
Text to 3DA Three-Level Alignment Framework for Large-Scale 3D Retrieval and Controlled 4D Generation
We introduce Uni4D, a unified framework for large scale open vocabulary 3D retrieval and controlled 4D generation based on structured three level alignment across text, 3D models, and image modalities. Built upon the Ali…
Text to 3DSegMo: Segment-aligned Text to 3D Human Motion Generation
Generating 3D human motions from textual descriptions is an important research problem with broad applications in video games, virtual reality, and augmented reality. Recent methods align the textual description with hum…
Contrastive LearningText RetrievalText to 3DOptimizing Input of Denoising Score Matching is Biased Towards Higher Score Norm
Many recent works utilize denoising score matching to optimize the conditional input of diffusion models. In this workshop paper, we demonstrate that such optimization breaks the equivalence between denoising score match…
Image CompressionText to 3D4-Doodle: Text to 3D Sketches that Move!
We present a novel task: text-to-3D sketch animation, which aims to bring freeform sketches to life in dynamic 3D space. Unlike prior works focused on photorealistic content generation, we target sparse, stylized, and vi…
Point CloudsText to 3D