ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet Hard
23.4Accuracy
20
ImageNet 256x256
26.42PSNR
20
ImageNet (val)
15.9Top-1 Error
20
ImageNet 1k (test)
15.9Top-1 Error Rate
20
ImageNet-1K Clean
81.4Top-1 Accuracy
20
ImageNet-1K misclassified samples 1.0 (test)
1.934Directional Score (Mean)
20
ImageNet-1K 1,000 images sampled (test)
1.103Insertion Score
20
ImageNet
7.18Average Exit Layer (Standard)
20
ImageNet
6.69Latency
20
ImageNet
43.2SSIM
20
ImageNet (val)
0.638Relevance Rank
20
ImageNet
53,575.41Average AUC
20
ImageNet Non-Balanced Class
0.613Del
20
ImageNet Balanced Class
0.609Deletion Metric (Del)
20
ImageNet-1K Non-Balanced Class 1.0 (test)
73.1Deletion Score (Del)
20
ImageNet-1K Balanced Class 1.0 (test)
0.123Deletion Score
20
ImageNet
27.199PSNR
20
Split-ImageNet-S
63.82AFinal
20
Split-ImageNet-R
76.78AFinal
20
ImageNet mini
53.92Session 8 Harmonic Mean
20
ImageNet Sketch, R, A V2
65.47Accuracy (V2)
20
miniImageNet 5-shot (test)
0.45ECE
20
ImageNet varying-accuracy synthetic expert (val)
41.18Error
20
ImageNet Overlapped Dog Expert
41.23Error Rate
20
ImageNet Dog Expert
41.32Error Rate
20