Imagenette
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNette (test)
95.3Accuracy
180
ImageNette (val)
0.98Accuracy
75
ImageNette ImageNet-1K (test)
67.6Accuracy
72
Imagenette
100Atar
70
Imagenette
100UA
66
ImageNette
100TPR
60
Imagenette
98.88Top-1 Accuracy
52
ImageNette gas pump Class 7 (test)
100Forget Accuracy
48
Imagenette (val)
0.78FID
44
Imagenette
98Accuracy
44
Imagenette Other Classes v1 (test)
90.3Accuracy
40
Imagenette Erased Class v1 (test)
99.6Accuracy
40
ImageNette (test)
74AER
36
ImageNette
0.997SSIM
27
ImageNette Long-tailed ImageNet
34.7Accuracy
22
Imagenette Stable Diffusion v1.4 (val)
0.67FID
22
ImageNette & Harmful Concepts Quantitative Assessment (200 images per concept)
95Accuracy
21
ImageNette standard evaluation
92.6Top-1 Accuracy
19
ImageNette 10 cls, 9.5k (test)
62.46Accuracy
18
ImageNette
0.67AER
18
ImageNette
0.35FID
18
Imagenette
76.7Accuracy (garbage truck)
18
Imagenette 256 x 256 10 classes (test)
90.67Classification Accuracy
17
Imagenette Object Unlearning Subset
0ERASE FID
16
ImageNette 128x128 (test)
87.4Top-1 Acc
16