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Imagenette

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationImageNette (test)
Accuracy95.3
180
Image ClassificationImageNette (val)
Accuracy0.98
75
Image ClassificationImageNette ImageNet-1K (test)
Accuracy67.6
72
Coarse-grained UnlearningImagenette
Atar100
70
Class ErasureImagenette
UA100
66
Poison detectionImageNette
TPR100
60
Image ClassificationImagenette
Top-1 Accuracy98.88
52
Machine UnlearningImageNette gas pump Class 7 (test)
Forget Accuracy100
48
Class-wise forgettingImagenette (val)
FID0.78
44
Image ClassificationImagenette
Accuracy98
44
Object RemovalImagenette Other Classes v1 (test)
Accuracy90.3
40
Object RemovalImagenette Erased Class v1 (test)
Accuracy99.6
40
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
Concept AwakeningImageNette & Harmful Concepts Quantitative Assessment (200 images per concept)
Accuracy95
21
Image ClassificationImageNette standard evaluation
Top-1 Accuracy92.6
19
Image ClassificationImageNette 10 cls, 9.5k (test)
Accuracy62.46
18
Backdoor DefenseImageNette
AER0.67
18
Image GenerationImageNette
FID0.35
18
Machine UnlearningImagenette
Accuracy (garbage truck)76.7
18
Image ClassificationImagenette 256 x 256 10 classes (test)
Classification Accuracy90.67
17
Object UnlearningImagenette Object Unlearning Subset
ERASE FID0
16
Image ClassificationImageNette 128x128 (test)
Top-1 Acc87.4
16
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