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Scene Generation

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 309 papers

TitleStatusHype
Urban Architect: Steerable 3D Urban Scene Generation with Layout PriorCode2
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural AnnotationsCode2
GAUDI: A Neural Architect for Immersive 3D Scene GenerationCode2
SceneDreamer: Unbounded 3D Scene Generation from 2D Image CollectionsCode2
Generative Adversarial TransformersCode2
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and ReconstructionCode2
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
HoloTime: Taming Video Diffusion Models for Panoramic 4D Scene GenerationCode2
Compositional Transformers for Scene GenerationCode2
Alfie: Democratising RGBA Image Generation With No $Code2
Compositional Transformers for Scene GenerationCode2
MeshDiffusion: Score-based Generative 3D Mesh ModelingCode2
CityDreamer4D: Compositional Generative Model of Unbounded 4D CitiesCode2
CityDreamer: Compositional Generative Model of Unbounded 3D CitiesCode2
EchoScene: Indoor Scene Generation via Information Echo over Scene Graph DiffusionCode2
SceneDreamer360: Text-Driven 3D-Consistent Scene Generation with Panoramic Gaussian SplattingCode2
I^2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene ForecastingCode2
Solving Motion Planning Tasks with a Scalable Generative ModelCode2
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed PromptsCode1
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene GenerationCode1
GRAF: Generative Radiance Fields for 3D-Aware Image SynthesisCode1
Learning Canonical Representations for Scene Graph to Image GenerationCode1
GENESIS-V2: Inferring Unordered Object Representations without Iterative RefinementCode1
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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