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

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Showing 11–20 of 47 papers

TitleStatusHype
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design—0
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation—0
Hierarchical Masked 3D Diffusion Model for Video Outpainting—0
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation—0
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and SegmentationCode1
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images—0
Structure-guided Image Outpainting—0
SinDiffusion: Learning a Diffusion Model from a Single Natural ImageCode2
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual SynthesisCode4
Outpainting by QueriesCode1
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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