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Imagenette

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationImageNette (test)
Accuracy95.3
119
Coarse-grained UnlearningImagenette
Atar100
70
Image ClassificationImageNette (val)
Accuracy0.98
63
Machine UnlearningImageNette gas pump Class 7 (test)
Forget Accuracy100
48
Class-wise forgettingImagenette (val)
FID0.78
44
Backdoor CertificationImageNette (test)
AER74
36
Image ReconstructionImageNette
SSIM0.997
27
Image ClassificationImageNette Long-tailed ImageNet
Accuracy34.7
22
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 (val test)
Top-1 Accuracy84.2
15
Image ClassificationImageNette 128x128
Top-1 Acc87.9
13
ClusteringImagenette
Accuracy (%)99.8
12
Image ClassificationImageNette 1.0 (test)
Accuracy (alpha=0.1)90
12
Image ClassificationImagenette
Accuracy98
12
Image GenerationImageNette
FID0.35
10
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
Showing 25 of 63 rows