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Sentiment Prediction on TweetEval (IID)
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53.1
Accuracy
FairFed
36.6056
40.8878
45.17
49.4522
Mar 20, 2025
Accuracy
Fairness Score
Privacy Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Fairness Score
Privacy Score
FairFed
2025.03
53.1
0.036
0.4079
FedAvg
2025.03
52.58
0.0439
0.3426
RESFL
mode=labeled-S
2025.03
50.67
0.0334
0.2353
AF-UFM-Cluster
variant=Cluster
2025.03
50.53
0.0369
0.2391
AF-UFM-Slices
variant=Slices
2025.03
50.42
0.0375
0.2425
AF-UFM-Proxy
variant=Proxy
2025.03
50.09
0.0368
0.2404
PUFFLE
2025.03
49.59
0.0441
0.2851
FedAvg-DP
2025.03
37.24
0.0415
0.195
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