SOTAVerified

Scene Generation

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 309 papers

TitleStatusHype
BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene GenerationCode0
CityDreamer4D: Compositional Generative Model of Unbounded 4D CitiesCode2
StarGen: A Spatiotemporal Autoregression Framework with Video Diffusion Model for Scalable and Controllable Scene Generation—0
Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors—0
MRG: A Multi-Robot Manufacturing Digital Scene Generation Method Using Multi-Instance Point Cloud Registration—0
FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement—0
Robust Multi-Object 4D Generation for In-the-wild Videos—0
SceneDiffuser++: City-Scale Traffic Simulation via a Generative World Model—0
DreamDrive: Generative 4D Scene Modeling from Street View Images—0
Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation—0
Toward Scene Graph and Layout Guided Complex 3D Scene Generation—0
DepthLab: From Partial to Complete—0
OLiDM: Object-aware LiDAR Diffusion Models for Autonomous Driving—0
T^3-S2S: Training-free Triplet Tuning for Sketch to Scene GenerationCode0
Wonderland: Navigating 3D Scenes from a Single Image—0
OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation—0
GPD-1: Generative Pre-training for DrivingCode2
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural AnnotationsCode2
UniScene: Unified Occupancy-centric Driving Scene GenerationCode4
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout—0
PaintScene4D: Consistent 4D Scene Generation from Text Prompts—0
InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models—0
Supertoroid fitting of objects with holes for robotic grasping and scene generationCode0
SceneFactor: Factored Latent 3D Diffusion for Controllable 3D Scene Generation—0
HoloDrive: Holistic 2D-3D Multi-Modal Street Scene Generation for Autonomous Driving—0
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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