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 11–20 of 47 papers

TitleStatusHype
Generalised Image Outpainting with U-TransformerCode1
In-N-Out: Towards Good Initialization for Inpainting and OutpaintingCode1
Bridging the Visual Gap: Wide-Range Image BlendingCode1
Taming Transformers for High-Resolution Image SynthesisCode1
SiENet: Siamese Expansion Network for Image ExtrapolationCode1
Enhanced Residual Networks for Context-based Image OutpaintingCode1
Image Outpainting and Harmonization using Generative Adversarial NetworksCode1
Wide-Context Semantic Image ExtrapolationCode1
PanoGen++: Domain-Adapted Text-Guided Panoramic Environment Generation for Vision-and-Language Navigation—0
Unboxed: Geometrically and Temporally Consistent Video Outpainting—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