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

Showing 125 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
Wide-Context Semantic Image ExtrapolationCode1
Bridging the Visual Gap: Wide-Range Image BlendingCode1
Cylin-Painting: Seamless 360 Panoramic Image Outpainting and BeyondCode1
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background CreationCode1
Enhanced Residual Networks for Context-based Image OutpaintingCode1
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
Image Outpainting and Harmonization using Generative Adversarial NetworksCode1
In-N-Out: Towards Good Initialization for Inpainting and OutpaintingCode1
Outpainting by QueriesCode1
SiENet: Siamese Expansion Network for Image ExtrapolationCode1
Taming Transformers for High-Resolution Image SynthesisCode1
VIP: Versatile Image Outpainting Empowered by Multimodal Large Language ModelCode1
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design0
In&Out : Diverse Image Outpainting via GAN Inversion0
InOut: Diverse Image Outpainting via GAN Inversion0
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images0
ByteEdit: Boost, Comply and Accelerate Generative Image Editing0
Memory Efficient Patch-based Training for INR-based GANs0
Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TamingBlock-FID (Right Extend)22.53Unverified
2MaskGITBlock-FID (Right Extend)14.68Unverified
3NUWA-InfinityBlock-FID (Right Extend)6.45Unverified
4NUWA-Infinity w/o textBlock-FID (Right Extend)6.43Unverified
#ModelMetricClaimedVerifiedStatus
1NUWA-3DCLIP Similarity32.26Unverified
#ModelMetricClaimedVerifiedStatus
1Residual EncoderL10.08Unverified