Personalized Federated Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
52.56Alast
40
Mar 10, 2026
70.67Alast
40
Mar 10, 2026
79.32Accuracy
32
Jun 23, 2026
49.02Accuracy
32
Jun 23, 2026
70.1Alast
30
Mar 10, 2026
52.67Alast
20
Mar 10, 2026
85.3Accuracy
13
Feb 26, 2026
64.6Accuracy
13
Feb 26, 2026
62.5Accuracy
13
Feb 26, 2026
81.3Accuracy
13
Feb 26, 2026
42.4Accuracy
13
Feb 26, 2026
90.81Top-1 Acc
11
Feb 26, 2026
93.25Top-1 Acc
11
Feb 26, 2026
94.05Top-1 Acc
11
Feb 26, 2026
0.994Top-1 Acc
11
Feb 26, 2026
99.38Top-1 Acc
11
Feb 26, 2026
99.48Top-1 Acc
11
Feb 26, 2026
70.41Alast
10
Mar 10, 2026
73.12A_last
10
Mar 10, 2026
70.2A_last
10
Mar 10, 2026
69.12A_last
10
Mar 10, 2026
52.4Alast
10
Mar 10, 2026
15.71Alast
9
Mar 10, 2026
14.04Alast
9
Mar 10, 2026
261Accuracy@40
9
Feb 27, 2026