CIFAR-100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100 Clean [8-32]
64.56Accuracy
3
CIFAR-100 Split sequential 20 tasks
0.175Pearson r
3
CIFAR-100 C (test)
26.07Noise Error Rate
3
CIFAR-100
71.94Backdoor Accuracy (BA)
3
CIFAR-100 p_miss = 0.1
3.36Miss Rate (L1)
3
CIFAR-100 p_miss = 0
3.15Error Rate (Noise Level 1)
3
CIFAR-100 (test)
0.23TE (Threshold Error)
3
CIFAR-100
8,028.78Throughput (img/s)
3
CIFAR-100 (test)
62Training Time (ms)
3
CIFAR-100 (test)
263Rounds
3
CIFAR-100 Progressive Data setting (test)
0.779Accuracy
3
CIFAR-100 Progressive Class setting (test)
77.53Accuracy
3
CIFAR-100 (test)
58.24Training Cost
3
CIFAR-100 long-tailed (val)
10.5FID
3
CIFAR-100 standard (test)
79.27Accuracy (0% noise)
3
CIFAR-100 (test)
0.44MSE
3
CIFAR-100 unseen clients (test)
47.5Test Accuracy
3
CIFAR-100 (Session 5)
61.25Overall Accuracy
2
CIFAR-100 (Session 3)
70.16Accuracy (All)
2
CIFAR-100 (Session 2)
76.3Overall Accuracy
2
CIFAR-100 (Session 1)
83.14Overall Accuracy
2
CIFAR-100-LTN Joint Noise IF=10, NR=40% (test)
76.7Accuracy
2
CIFAR-100 Long-Tail [8-32]
45.64Accuracy
2
CIFAR-100-LT IR=100 (test)
59.56Clean Accuracy
2
CIFAR-100 (test)
0.79Utility (0A)
2