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Imagenette

Benchmarks

Task NameDataset NameSOTA ResultTrend
Coarse-grained UnlearningImagenette
Atar100
70
Machine UnlearningImageNette gas pump Class 7 (test)
Forget Accuracy100
48
Image ClassificationImageNette (test)
Accuracy89.5
45
Class-wise forgettingImagenette (val)
FID0.78
44
Backdoor CertificationImageNette (test)
AER74
36
Image ReconstructionImageNette
SSIM0.997
27
Image ClassificationImageNette (val)
Accuracy0.768
24
Class-wise ForgettingImagenette Stable Diffusion v1.4 (val)
FID0.67
22
Image ClassificationImageNette standard evaluation
Top-1 Accuracy92.6
19
Backdoor DefenseImageNette
AER0.67
18
Machine UnlearningImagenette
Accuracy (garbage truck)76.7
18
Image ClassificationImagenette 256 x 256 10 classes (test)
Classification Accuracy90.67
17
Image ClassificationImageNette 128x128 (test)
Top-1 Acc87.4
16
Image ClassificationImageNette 128x128
Top-1 Acc87.9
13
Image ClassificationImageNette 1.0 (test)
Accuracy (alpha=0.1)90
12
Object UnlearningImagenette (test)
Garbage Truck Accuracy89.1
10
Concept UnlearningImagenette
Accuracy (garbage truck)89.1
10
Poisoning Defense in U-shape Split LearningImageNette
Accuracy64
10
Object RecognitionImageNette (test)
MiniGPT-4 Score97.71
10
Neural Field ReconstructionImageNette
PSNR (Step 1)25.18
9
Image ClassificationImagenette
AUROC76.9
9
Image ReconstructionImagenette 178 x 178
PSNR48.44
9
Image ClassificationImageNette 128x128 (val)
Accuracy87.4
9
Concept ReawakeningImageNette Tench
CLIP Score34.01
7
Concept ReawakeningImageNette Parachute
CLIP Score33.16
7
Showing 25 of 51 rows