CIFAR-100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100
62.8Accuracy (Clean)
7
CIFAR-100 S1 search space (test)
22.41Error Rate (%)
7
CIFAR-100 Class imbalance (test)
23.31Accuracy
7
CIFAR-100 beta=0.3
81.65Accuracy
7
CIFAR-100 Sequential (test)
92.54Final Top-1 Accuracy
7
CIFAR-100 NAS-Bench-201 (test)
73.51Top-1 Acc
7
CIFAR-100 dynamic client updates (Dirichlet 0.3)
32.7Accuracy (500R)
7
CIFAR-100 forget (Class-0)
0Forget Error
7
CIFAR-100 retain (train)
0.07Retain Error
7
CIFAR-100-C (test)
35.9Average Error Rate
7
CIFAR-100 Gaussian scheduled (test)
90.85Test Accuracy
7
CIFAR-100 (val)
3.73ECE (%)
7
CIFAR-100 (test)
79.1Average Score
7
CIFAR-100 (test)
16.28Error Rate
7
Split CIFAR-100 5 tasks
70.02Mean Test Accuracy
7
CIFAR-100 20 tasks (test)
80.9Average Accuracy
7
CIFAR-100 Symmetry noise rate 50% (test)
41.37Accuracy
7
CIFAR-100 Pair noise rate 45% (test)
34.81Accuracy
7
CIFAR-100 Split (50 tasks)
38.93CA
6
CIFAR-100 Split (20 tasks)
39.27Classification Accuracy
6
CIFAR-100 T=20 (test)
2.04Training Time (min)
6
CIFAR-100
47.63Precision
6
CIFAR-100 (test)
67.8Test Accuracy
6
CIFAR-100
11.69ASR (%)
6
CIFAR-100 (test)
11.97Top-1 Accuracy Change
6