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Scene Generation

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Papers

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Showing 171–180 of 309 papers

TitleStatusHype
3D scene generation from scene graphs and self-attentionCode0
Towards Realistic Scene Generation with LiDAR Diffusion ModelsCode3
MaGRITTe: Manipulative and Generative 3D Realization from Image, Topview and Text—0
TC4D: Trajectory-Conditioned Text-to-4D Generation—0
Comp4D: LLM-Guided Compositional 4D Scene Generation—0
SceneX: Procedural Controllable Large-scale Scene Generation—0
External Knowledge Enhanced 3D Scene Generation from Sketch—0
Planner3D: LLM-enhanced graph prior meets 3D indoor scene explicit regularization—0
3D-SceneDreamer: Text-Driven 3D-Consistent Scene Generation—0
SemCity: Semantic Scene Generation with Triplane DiffusionCode3
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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