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Papers Benchmarks Datasets Tasks

CelebA dataset and benchmarks – Page 7 · SOTA2 Research

Research Datasets

CelebA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image-to-Image Translation (male-to-female)

CelebA 64 × 64 (test)

0FID

14

Image Generation

CelebA-64 50k samples (test)

1.34FID

14

Identity Removal

CelebA-HQ (test)

0FDFR

14

Multimodal Classification

CelebA Missing Modalities {T}

95.2Accuracy

14

Multimodal Classification

CelebA Missing Modalities {I}

100Accuracy

14

Multimodal Classification

CelebA Missing Modalities

100Accuracy

14

Landmark Detection

CelebA Wild (K=8) (test)

5.24Normalized L2 Distance (%)

14

Face Recognition

CelebA

58Accuracy

14

Image Completion

CelebA

4.119Context Likelihood (Avg)

14

CelebA

20.57FID

14

Image Generation

CelebA

6.7FID

14

Image Generation

CelebA 128x128 (test)

5.74FID

14

Suspect Face Generation

CelebA ID

66.429AF Match Rate

13

Super-resolution

CelebA 100 images (test)

33.09PSNR

13

Backdoor Attack

CelebA-S

12.36CAD

13

Inpainting (box)

CelebA-HQ (test)

27.58PSNR

13

Text-to-image synthesis

CelebA-HQ

11.97FID

13

Disentanglement

CelebA HQ (test)

79.93Disentanglement

13

Image Classification

CelebA HQ (test)

72.65F1 Score

13

Image Generation

CELEBA latent dimension 64 (test)

48.71FID

13

ID-preserving generation

CelebA300

0.878Facial Similarity

12

Image Generation

CelebAMask-HQ

72.32FID

12

Image Compression

CelebA-HQ

8.014BD-PSNR

12

Model Inversion Attack

CelebA 64x64

91.16Accuracy

12

Quantized Compressed Sensing Reconstruction

CelebA 64 × 64 × 3 (test)

32.54PSNR

12

Page 7 of 34

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