ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 1k (5% subset)
64.7Top-1 Acc
3
ImageNet 256x256 (Rayleigh fading, SNR 0dB) 2012 (test)
0.185LPIPS
3
mini-ImageNet (target-average)
47.21Accuracy
3
ImageNet
70.3Accuracy
3
ImageNet-1K (test)
81.1Accuracy
3
ImageNet Human Evaluation
2.5Ambiguity Cases
3
ImageNet
0.82Misclassification Rate
3
ImageNet
13.8Delta CA
3
ImageNet (val)
1.092Pickscore
3
ImageNet 256 PixelFlow script eval (test)
20.41FID
3
ImageNet
82.1Concept 1 IA
3
TinyImageNet
2.32Robust Accuracy
3
ImageNet-21K Cleaner search space (val)
48.81-NN Acc
3
ImageNet 21K search space (val)
42.21-NN Acc
3
ImageNet Cleaner 14K (val)
60.91-NN Accuracy
3
ImageNet 14K search space (val)
52.8KNN Accuracy (K=1)
3
ImageNet-1K Clean (val)
86.11-NN Acc
3
ImageNet 1K (val)
77.61-NN Accuracy
3
ImageNet-256
0.003CHAN
3
Tiny ImageNet
1,000Avg Samples per Episode
3
ImageNet 50K (val)
3.469FID
3
ImageNet-C
59.43Defocus Blur Severity 1 Accuracy
3
ImageNet-10 scratch (test)
14.99FID
3
ImageNet 10 scratch (test)
86.2BA (DCB)
3
ImageNet 512x512 (train)
2.96FID
3