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Scene Generation

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Papers

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Showing 1–10 of 309 papers

TitleStatusHype
XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT ModulationCode4
3D Scene Generation: A SurveyCode4
Cube: A Roblox View of 3D IntelligenceCode4
UniScene: Unified Occupancy-centric Driving Scene GenerationCode4
FSID: Fully Synthetic Image Denoising via Procedural Scene GenerationCode4
Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal ConsistencyCode3
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the MetaverseCode3
HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and GenerationCode3
DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic ScenesCode3
SceneCraft: Layout-Guided 3D Scene GenerationCode3
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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