SOTAVerified

Scene Generation

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 309 papers

TitleStatusHype
Advances in 4D Generation: A SurveyCode2
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and PerceptionCode2
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric SteeringCode2
Controllable 3D Outdoor Scene Generation via Scene GraphsCode2
CityDreamer4D: Compositional Generative Model of Unbounded 4D CitiesCode2
GPD-1: Generative Pre-training for DrivingCode2
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural AnnotationsCode2
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
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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