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Scene Generation

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Papers

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Showing 1–50 of 309 papers

TitleStatusHype
XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT ModulationCode4
Cube: A Roblox View of 3D IntelligenceCode4
3D Scene Generation: A SurveyCode4
UniScene: Unified Occupancy-centric Driving Scene GenerationCode4
FSID: Fully Synthetic Image Denoising via Procedural Scene GenerationCode4
SceneCraft: Layout-Guided 3D Scene GenerationCode3
HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and GenerationCode3
GaussianCity: Generative Gaussian Splatting for Unbounded 3D City GenerationCode3
SemCity: Semantic Scene Generation with Triplane DiffusionCode3
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular VideosCode3
DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic ScenesCode3
Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal ConsistencyCode3
Towards Realistic Scene Generation with LiDAR Diffusion ModelsCode3
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the MetaverseCode3
Director3D: Real-world Camera Trajectory and 3D Scene Generation from TextCode3
BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane ExtrapolationCode2
Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario GenerationCode2
Compositional Transformers for Scene GenerationCode2
XCube: Large-Scale 3D Generative Modeling using Sparse Voxel HierarchiesCode2
HoloTime: Taming Video Diffusion Models for Panoramic 4D Scene GenerationCode2
I^2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene ForecastingCode2
Urban Architect: Steerable 3D Urban Scene Generation with Layout PriorCode2
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and ReconstructionCode2
GPD-1: Generative Pre-training for DrivingCode2
What Makes a Scene ? Scene Graph-based Evaluation and Feedback for Controllable GenerationCode2
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural AnnotationsCode2
Solving Motion Planning Tasks with a Scalable Generative ModelCode2
CityDreamer: Compositional Generative Model of Unbounded 3D CitiesCode2
SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsCode2
Compositional Transformers for Scene GenerationCode2
SceneGraphNet: Neural Message Passing for 3D Indoor Scene AugmentationCode2
Steerable Scene Generation with Post Training and Inference-Time SearchCode2
REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout AlignmentCode2
NuiScene: Exploring Efficient Generation of Unbounded Outdoor ScenesCode2
Controllable 3D Outdoor Scene Generation via Scene GraphsCode2
Alfie: Democratising RGBA Image Generation With No $Code2
MeshDiffusion: Score-based Generative 3D Mesh ModelingCode2
EchoScene: Indoor Scene Generation via Information Echo over Scene Graph DiffusionCode2
SceneDreamer360: Text-Driven 3D-Consistent Scene Generation with Panoramic Gaussian SplattingCode2
CityDreamer4D: Compositional Generative Model of Unbounded 4D CitiesCode2
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric SteeringCode2
GAUDI: A Neural Architect for Immersive 3D Scene GenerationCode2
Advances in 4D Generation: A SurveyCode2
Generative Adversarial TransformersCode2
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and PerceptionCode2
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene GenerationCode1
Learning Canonical Representations for Scene Graph to Image GenerationCode1
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed PromptsCode1
InfinityGAN: Towards Infinite-Pixel Image SynthesisCode1
Language Conditioned Traffic GenerationCode1
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All datasetsGoogleEarthAVDReplicaVizDoomOSMKITTI

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