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 31–40 of 47 papers

TitleStatusHype
Boosting Image Outpainting with Semantic Layout Prediction—0
In-N-Out: Towards Good Initialization for Inpainting and OutpaintingCode1
ReGO: Reference-Guided Outpainting for Scenery ImageCode0
In&Out : Diverse Image Outpainting via GAN Inversion—0
Bridging the Visual Gap: Wide-Range Image BlendingCode1
Taming Transformers for High-Resolution Image SynthesisCode1
Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning—0
SiENet: Siamese Expansion Network for Image ExtrapolationCode1
Sketch-Guided Scenery Image Outpainting—0
Nested Scale Editing for Conditional Image Synthesis—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