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
Shadow-Enlightened Image Outpainting—0
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360 Image Outpainting—0
Multimodal Image Outpainting With Regularized Normalized DiversificationCode0
Diffusion-based Generative Image Outpainting for Recovery of FOV-Truncated CT ImagesCode0
ReGO: Reference-Guided Outpainting for Scenery ImageCode0
Painting Outside the Box: Image Outpainting with GANsCode0
Very Long Natural Scenery Image Prediction by OutpaintingCode0
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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