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
PanoGen++: Domain-Adapted Text-Guided Panoramic Environment Generation for Vision-and-Language Navigation0
Unboxed: Geometrically and Temporally Consistent Video Outpainting0
Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning0
CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model0
Diffusion-based Generative Image Outpainting for Recovery of FOV-Truncated CT ImagesCode0
VIP: Versatile Image Outpainting Empowered by Multimodal Large Language ModelCode1
ByteEdit: Boost, Comply and Accelerate Generative Image Editing0
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based ApproachCode2
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360 Image Outpainting0
Shadow-Enlightened Image Outpainting0
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design0
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation0
Hierarchical Masked 3D Diffusion Model for Video Outpainting0
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation0
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and SegmentationCode1
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images0
Structure-guided Image Outpainting0
SinDiffusion: Learning a Diffusion Model from a Single Natural ImageCode2
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual SynthesisCode4
Outpainting by QueriesCode1
Memory Efficient Patch-based Training for INR-based GANs0
FisheyeEX: Polar Outpainting for Extending the FoV of Fisheye LensCode1
Scene Graph Expansion for Semantics-Guided Image Outpainting0
Cylin-Painting: Seamless 360 Panoramic Image Outpainting and BeyondCode1
Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance0
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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