SOTAVerified

Scene Generation

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 31–40 of 309 papers

TitleStatusHype
EchoScene: Indoor Scene Generation via Information Echo over Scene Graph DiffusionCode2
NuiScene: Exploring Efficient Generation of Unbounded Outdoor ScenesCode2
Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario GenerationCode2
I^2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene ForecastingCode2
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural AnnotationsCode2
MeshDiffusion: Score-based Generative 3D Mesh ModelingCode2
Compositional Transformers for Scene GenerationCode2
Compositional Transformers for Scene GenerationCode2
Controllable 3D Outdoor Scene Generation via Scene GraphsCode2
CityDreamer4D: Compositional Generative Model of Unbounded 4D CitiesCode2
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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