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Benchmarks
Natural Language Understanding on GLUE (MNLI, QNLI, QQP, SST2 Subset)
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82.94
MNLI Accuracy
FedTreeLoRA
71.0008
74.1004
77.2
80.2996
Feb 27, 2026
MNLI Accuracy
QNLI Accuracy
SST-2 Accuracy
QQP Accuracy
Average GLUE Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MNLI Accuracy
QNLI Accuracy
SST-2 Accuracy
QQP Accuracy
Average GLUE Score
FedTreeLoRA
number of clients=16,...
2026.02
82.94
89.31
94.19
84.75
87.8
FedLEASE
number of clients=16,...
2026.02
79.91
87.54
94.17
83.46
86.27
FedDPA
number of clients=16,...
2026.02
75
86.29
93.58
81.92
84.2
FedSA
number of clients=16,...
2026.02
74.29
86.33
93.87
82.12
84.15
FedALT
number of clients=16,...
2026.02
73.25
83
93.69
84.31
83.56
FFA-LoRA
number of clients=16,...
2026.02
72.17
82.75
93.79
81.25
82.49
FedIT
number of clients=16,...
2026.02
71.46
83.71
93.25
78.54
81.74
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