Scene Generation

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 76–100 of 309 papers

Title	Date	Tasks	Status	Hype	Score
Language Conditioned Traffic Generation	Jul 16, 2023	DecoderLanguage Modeling	CodeCode Available	1	5
Static and Animated 3D Scene Generation from Free-form Text Descriptions	Oct 4, 2020	DecoderForm	CodeCode Available	1	5
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis	Jul 5, 2020	3D-Aware Image SynthesisImage Generation	CodeCode Available	1	5
SimWorld: A Unified Benchmark for Simulator-Conditioned Scene Generation via World Model	Mar 18, 2025	Autonomous DrivingImage Generation	CodeCode Available	1	5
High-fidelity Person-centric Subject-to-Image Synthesis	Nov 17, 2023	Image GenerationScene Generation	CodeCode Available	1	5
SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans	Jun 25, 2020	3D geometry3D Reconstruction	CodeCode Available	1	5
DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation	Jun 1, 2023	3D Generation3D Reconstruction	CodeCode Available	1	5
DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion	Oct 31, 2024	Scene Generation	CodeCode Available	1	5
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations	Jul 30, 2019	Image GenerationObject Discovery	CodeCode Available	1	5
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection	Mar 3, 2025	Domain AdaptationDomain Generalization	CodeCode Available	1	5
DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion	May 3, 2025	3D Object DetectionAutonomous Driving	CodeCode Available	1	5
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement	Apr 20, 2021	ClusteringImage Generation	CodeCode Available	1	5
Semantic Palette: Guiding Scene Generation with Class Proportions	Jun 3, 2021	Data AugmentationImage Generation	CodeCode Available	1	5
Funnel Activation for Visual Recognition	Jul 23, 2020	Scene GenerationSemantic Segmentation	CodeCode Available	1	5
Global-Local Tree Search in VLMs for 3D Indoor Scene Generation	Mar 24, 2025	Common Sense ReasoningObject	CodeCode Available	1	5
End-to-End Optimization of Scene Layout	Jul 23, 2020	DiversityIndoor Scene Reconstruction	CodeCode Available	1	5
Vehicle trajectory prediction works, but not everywhere	Dec 7, 2021	PredictionScene Generation	CodeCode Available	1	5
Modeling Image Composition for Complex Scene Generation	Jun 2, 2022	Image GenerationLayout-to-Image Generation	CodeCode Available	1	5
A Layer-Based Sequential Framework for Scene Generation with GANs	Feb 2, 2019	Conditional Image GenerationImage Generation	CodeCode Available	0	5
BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation	Jan 15, 2025	Point cloud reconstructionScene Generation	CodeCode Available	0	5
Context-aware Frame-Semantic Role Labeling	Jan 1, 2015	Question AnsweringScene Generation	CodeCode Available	0	5
3D scene generation from scene graphs and self-attention	Apr 2, 2024	Scene Generation	CodeCode Available	0	5
Brain3D: Generating 3D Objects from fMRI	May 24, 2024	3D Generation3D Scene Reconstruction	CodeCode Available	0	5
Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems	Feb 28, 2022	Bayesian OptimizationScene Generation	CodeCode Available	0	5
Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes	Mar 8, 2019	ObjectRepresentation Learning	CodeCode Available	0	5

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All datasets GoogleEarth AVD Replica VizDoom OSM KITTI

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SGAM	Depth Error	0.58	—	Unverified
2	PersistentNature	Depth Error	0.33	—	Unverified
3	SceneDreamer	Depth Error	0.15	—	Unverified
4	CityDreamer	Depth Error	0.15	—	Unverified
5	GaussianCity	Depth Error	0.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	pi-GAN	FID	98.76	—	Unverified
2	GRAF	FID	62.59	—	Unverified
3	GSN	FID	51.11	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	pi-GAN	FID	166.55	—	Unverified
2	GRAF	FID	65.37	—	Unverified
3	GSN	FID	41.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	pi-GAN	FID	143.55	—	Unverified
2	GRAF	FID	47.5	—	Unverified
3	GSN	FID	37.21	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	IPSM	Average FID	321.47	—	Unverified
2	InfiniteGAN	Average FID	183.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GaussianCity	FID	29.5	—	Unverified