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SOTA
Image Inpainting
Image Inpainting On Places2 1
Image Inpainting On Places2 1
Métriques
FID
P-IDS
U-IDS
Résultats
Résultats de performance de divers modèles sur ce benchmark
Columns
Nom du modèle
FID
P-IDS
U-IDS
Paper Title
Repository
AOT GAN
10.64
3.07
19.92
Aggregated Contextual Transformations for High-Resolution Image Inpainting
EdgeConnect
12.66
1.93
15.87
EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning
ProFill
7.7
3.87
21.19
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling
CR-Fill
9.657
5.53
22.90
CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction
CoModGAN
2.92
19.64
35.78
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
MAT
1.96
23.42
38.34
MAT: Mask-Aware Transformer for Large Hole Image Inpainting
-
HFill
28.92
1.24
11.24
Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting
MADF
7.53
6.00
23.78
Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness
TFill (20-50% free-form)
22.13
-
-
Bridging Global Context Interactions for High-Fidelity Image Completion
ASUKA
1.230
28.70
41.30
Towards Context-Stable and Visual-Consistent Image Inpainting
DeepFill v2
9.27
4.01
21.32
Free-Form Image Inpainting with Gated Convolution
SEELE
1.477
23.40
39.00
Repositioning the Subject within Image
LAMA
2.97
13.09
32.29
Resolution-robust Large Mask Inpainting with Fourier Convolutions
CM-GAN
1.628
20.96
37.42
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training
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