ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Tiny-ImageNet
16.76Robust Accuracy
4
ImageNet
85.01Clean Accuracy
4
ImageNet (val)
63.9Clean Accuracy
4
ImageNet100 (val)
82.29mAP
4
ImageNet V2 (val)
52.9mAP
4
ImageNet-1K (test val)
79.55Clean Accuracy (C-ACC)
4
ImageNet (test)
76.1Clean Accuracy
4
ImageNet
0Accuracy (Clean)
4
ImageNet Adversarial (IN-A) (test)
12.1Top-1 Accuracy
4
Tiny-ImageNet
57.6Acc (IPC=100)
4
ImageNet100 (long-tail)
88.9Accuracy (Long)
4
ImageNet V2 (novel classes)
67.36Accuracy
4
ImageNet base classes V2
67.35Accuracy
4
ImageNet-30 (20/10 split)
10.4Error Rate
4
ImageNet 256x256 Rayleigh fading SNR 5dB 2012 (test)
0.143LPIPS
4
ImageNet (val)
0.291CD Score
4
tinyimagenet 2024
72Verified Accuracy (%)
4
ImageNet
94.41Runtime (s)
4
ImageNet (500 random samples)
0.924Avg FCSB (eps=0.125)
4
ImageNet 10-class subset (test)
94.2Certified Accuracy (eps=0.00)
4
ImageNet (test)
26.48PSNR
4
ImageNet
-1.178Depth Exponent (alpha)
4
ImageNet In-distribution 1k
85.57Accuracy
4
ImageNet Out-of-Distribution (OOD) Suite (test)
7.4IN-A+ Score
4
MiniImageNet (base and last session)
96.68Accuracy (Base Session)
4