ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1K OOD Benchmarks Overall Average
40.96FPR@95
16
ImageNet-1K vs Textures
29.46FPR95
16
ImageNet far-OOD (Average)
10.47FPR@95
16
ImageNet 1000 source-target pairs (val)
47.867L2 Distance
16
ImageNet-C all 15 corruptions severity 5
61.36Top-1 Accuracy
16
ImageNet 1K (val)
2.13Speedup
16
TinyImageNet
87.7MIA Score
16
ImageNet 200 images (test)
1,014.62Token Count
16
ImageNet-A
32.69Top-1 Accuracy (Clean)
16
ImageNet V2
63.75Top-1 Accuracy (Clean)
16
ImageNet 1k (test)
80.11Accuracy (Zero-shot)
16
ImageNet-LT iteration 25
86.1Coverage@25
16
ImageNet LT
49.3Coverage@5
16
ImageNet 256x256 noiseless 4x SR (test)
26.18PSNR
16
ImageNet Meow (test)
46.4Accuracy
16
ImageNet-Nette (test)
70Accuracy
16
ImageNet Sub 10 tasks
89.9Average Accuracy
16
ImageNet-1K
4.25Power Consumption (mJ)
16
ImageNet-1K
18.93Error Rate
16
ImageNet-1K
18.93Error Rate
16
ImageNet Target: IncRes-v2ens
81.8Success Rate
16
ImageNet Target: Inc-v3ens4
82.5Success Rate
16
ImageNet Target: Inc-v3ens3
85.2Success Rate
16
ImageNet Target: Res-101
99.1Attack Success Rate
16
ImageNet Target: IncRes-v2
99.4Attack Success Rate
16