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Scene Generation

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Papers

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Showing 26–50 of 309 papers

TitleStatusHype
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural AnnotationsCode2
GPD-1: Generative Pre-training for DrivingCode2
What Makes a Scene ? Scene Graph-based Evaluation and Feedback for Controllable GenerationCode2
Alfie: Democratising RGBA Image Generation With No $Code2
SceneDreamer360: Text-Driven 3D-Consistent Scene Generation with Panoramic Gaussian SplattingCode2
Solving Motion Planning Tasks with a Scalable Generative ModelCode2
REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout AlignmentCode2
EchoScene: Indoor Scene Generation via Information Echo over Scene Graph DiffusionCode2
Urban Architect: Steerable 3D Urban Scene Generation with Layout PriorCode2
BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane ExtrapolationCode2
XCube: Large-Scale 3D Generative Modeling using Sparse Voxel HierarchiesCode2
CityDreamer: Compositional Generative Model of Unbounded 3D CitiesCode2
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and ReconstructionCode2
MeshDiffusion: Score-based Generative 3D Mesh ModelingCode2
SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsCode2
GAUDI: A Neural Architect for Immersive 3D Scene GenerationCode2
Compositional Transformers for Scene GenerationCode2
Compositional Transformers for Scene GenerationCode2
Generative Adversarial TransformersCode2
SceneGraphNet: Neural Message Passing for 3D Indoor Scene AugmentationCode2
DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic FusionCode1
Global-Local Tree Search in VLMs for 3D Indoor Scene GenerationCode1
SimWorld: A Unified Benchmark for Simulator-Conditioned Scene Generation via World ModelCode1
DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward GuidanceCode1
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized DetectionCode1
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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