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 26–47 of 47 papers

TitleStatusHype
Sketch-Guided Scenery Image Outpainting—0
Structure-guided Image Outpainting—0
Hierarchical Masked 3D Diffusion Model for Video Outpainting—0
Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance—0
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation—0
Nested Scale Editing for Conditional Image Synthesis—0
Nested Scale-Editing for Conditional Image Synthesis—0
Boosting Image Outpainting with Semantic Layout Prediction—0
Unboxed: Geometrically and Temporally Consistent Video Outpainting—0
Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning—0
PanoGen++: Domain-Adapted Text-Guided Panoramic Environment Generation for Vision-and-Language Navigation—0
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation—0
Contextual Outpainting With Object-Level Contrastive Learning—0
CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model—0
Scene Graph Expansion for Semantics-Guided Image Outpainting—0
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