SOTAVerified

Image Outpainting

Predicting the visual context of an image beyond its boundary.

Image credit: NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 41–47 of 47 papers

TitleStatusHype
Hierarchical Masked 3D Diffusion Model for Video Outpainting—0
Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance—0
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design—0
In&Out : Diverse Image Outpainting via GAN Inversion—0
InOut: Diverse Image Outpainting via GAN Inversion—0
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images—0
ByteEdit: Boost, Comply and Accelerate Generative Image Editing—0
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All datasetsLHQCMSCOCOPlaces365-Standard

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TamingBlock-FID (Right Extend)22.53—Unverified
2MaskGITBlock-FID (Right Extend)14.68—Unverified
3NUWA-InfinityBlock-FID (Right Extend)6.45—Unverified
4NUWA-Infinity w/o textBlock-FID (Right Extend)6.43—Unverified
#ModelMetricClaimedVerifiedStatus
1NUWA-3DCLIP Similarity32.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Residual EncoderL10.08—Unverified