CIFAR100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100 10-task sequential (test)
92.15Accuracy
26
CIFAR100 (test)
82.22Top-1 Acc
25
Cifar100 PD1 (val)
22.1Validation Error
24
CIFAR100 20 steps
81.49Final Accuracy
24
CIFAR100 1000 images (val)
70.25Clean Acc
24
CIFAR100 20-step split
83.99Average Accuracy
23
CIFAR100 10-Split
98.25Accuracy (ACC)
22
CIFAR100 LT (r=100)
53.2Top-1 Accuracy
22
CIFAR100-LT Uniform distribution IR100 (test)
49.8Top-1 Acc
22
CIFAR100 LT-10
64.88Accuracy (Clean)
21
CIFAR100 LT-100
0.493Clean Accuracy
21
CIFAR100 IR100 long-tailed (test)
65.9Forward-LT IR50 Top-1 Acc
21
CIFAR100-LT IR50 1.0 (test)
67.2Top-1 Acc (Forward-LT IR 50)
21
CIFAR100 LT IF 100 (test)
81.8Acc (Many)
21
CIFAR100 alpha=0
42.64Accuracy
21
CIFAR100 20 (val)
80Accuracy
21
CIFAR100C (test)
34.76Top-1 Accuracy
20
CIFAR100 LT imbalance factor 0.1 (test)
58.9Top-1 Accuracy
20
CIFAR100 LT
58.97AUC (Ratio 0.01)
20
CIFAR100 (IM=10) LT (test)
64.5Top-1 Acc
20
CIFAR100 10 steps B0 (test)
80.41Avg Top-1 Acc
20
CIFAR100 Subset
61.1Accuracy
19
CIFAR100 General Setup (test)
81.97AR@1
19
CIFAR100-LT IF 50 (test)
58.2Accuracy
19
Cifar100 (base)
85.58LA
18