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 1–10 of 47 papers

TitleStatusHype
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual SynthesisCode4
MaskGIT: Masked Generative Image TransformerCode3
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based ApproachCode2
SinDiffusion: Learning a Diffusion Model from a Single Natural ImageCode2
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and SegmentationCode1
FisheyeEX: Polar Outpainting for Extending the FoV of Fisheye LensCode1
Generalised Image Outpainting with U-TransformerCode1
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background CreationCode1
Enhanced Residual Networks for Context-based Image OutpaintingCode1
Cylin-Painting: Seamless 360 Panoramic Image Outpainting and BeyondCode1
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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