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Scene Generation

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Papers

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Showing 1–50 of 309 papers

TitleStatusHype
World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving—0
I^2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene ForecastingCode2
Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures—0
Voyaging into Unbounded Dynamic Scenes from a Single View—0
XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT ModulationCode4
From 2D to 3D Cognition: A Brief Survey of General World Models—0
WonderFree: Enhancing Novel View Quality and Cross-View Consistency for 3D Scene Exploration—0
DreamAnywhere: Object-Centric Panoramic 3D Scene Generation—0
CoCo4D: Comprehensive and Complex 4D Scene Generation—0
PrITTI: Primitive-based Generation of Controllable and Editable 3D Semantic Scenes—0
DreamCube: 3D Panorama Generation via Multi-plane Synchronization—0
Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario GenerationCode2
4Real-Video-V2: Fused View-Time Attention and Feedforward Reconstruction for 4D Scene Generation—0
ImmerseGen: Agent-Guided Immersive World Generation with Alpha-Textured Proxies—0
X-Scene: Large-Scale Driving Scene Generation with High Fidelity and Flexible Controllability—0
EmbodiedGen: Towards a Generative 3D World Engine for Embodied Intelligence—0
NnD: Diffusion-based Generation of Physically-Nonnegative Objects—0
PIG: Physically-based Multi-Material Interaction with 3D Gaussians—0
Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal Consistency—0
AI-powered Contextual 3D Environment Generation: A Systematic Review—0
Voyager: Long-Range and World-Consistent Video Diffusion for Explorable 3D Scene Generation—0
FreeScene: Mixed Graph Diffusion for 3D Scene Synthesis from Free Prompts—0
ArtiScene: Language-Driven Artistic 3D Scene Generation Through Image Intermediary—0
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects—0
Agentic 3D Scene Generation with Spatially Contextualized VLMs—0
WonderPlay: Dynamic 3D Scene Generation from a Single Image and Actions—0
Constructing a 3D Town from a Single Image—0
3D Scene Generation: A SurveyCode4
Steerable Scene Generation with Post Training and Inference-Time SearchCode2
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation—0
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation—0
DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic FusionCode1
HoloTime: Taming Video Diffusion Models for Panoramic 4D Scene GenerationCode2
CasaGPT: Cuboid Arrangement and Scene Assembly for Interior Design—0
WORLDMEM: Long-term Consistent World Simulation with Memory—0
Recent Advance in 3D Object and Scene Generation: A Survey—0
GaussVideoDreamer: 3D Scene Generation with Video Diffusion and Inconsistency-Aware Gaussian Splatting—0
Decoupled Diffusion Sparks Adaptive Scene Generation—0
EP-Diffuser: An Efficient Diffusion Model for Traffic Scene Generation and Prediction via Polynomial RepresentationsCode0
Scene Splatter: Momentum 3D Scene Generation from Single Image with Video Diffusion Model—0
WonderTurbo: Generating Interactive 3D World in 0.72 Seconds—0
LPA3D: 3D Room-Level Scene Generation from In-the-Wild Images—0
WorldPrompter: Traversable Text-to-Scene Generation—0
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step—0
WorldScore: A Unified Evaluation Benchmark for World Generation—0
Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments—0
Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal ConsistencyCode3
LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object IntegrationCode0
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the MetaverseCode3
Global-Local Tree Search in VLMs for 3D Indoor Scene GenerationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SGAMDepth Error0.58—Unverified
2PersistentNatureDepth Error0.33—Unverified
3SceneDreamerDepth Error0.15—Unverified
4CityDreamerDepth Error0.15—Unverified
5GaussianCityDepth Error0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1pi-GANFID98.76—Unverified
2GRAFFID62.59—Unverified
3GSNFID51.11—Unverified
#ModelMetricClaimedVerifiedStatus
1pi-GANFID166.55—Unverified
2GRAFFID65.37—Unverified
3GSNFID41.75—Unverified
#ModelMetricClaimedVerifiedStatus
1pi-GANFID143.55—Unverified
2GRAFFID47.5—Unverified
3GSNFID37.21—Unverified
#ModelMetricClaimedVerifiedStatus
1IPSMAverage FID321.47—Unverified
2InfiniteGANAverage FID183.14—Unverified
#ModelMetricClaimedVerifiedStatus
1GaussianCityFID29.5—Unverified