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Sentiment Analysis on Amazon reviews (test)
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98
Accuracy
Clust-PSI-PFL
58.48
68.74
79
89.26
May 21, 2025
Jun 26, 2025
Aug 1, 2025
Sep 6, 2025
Oct 12, 2025
Nov 17, 2025
Dec 23, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Clust-PSI-PFL
Partition protocol=Sim...
2025.12
98
Q-RUN
#Params (M)=66.99, zer...
2025.12
78.21
FAN
#Params (M)=95.32, zer...
2025.12
77.63
FANGated
#Params (M)=95.33, zer...
2025.12
76.89
BERT
#Params (M)=109.48, ze...
2025.12
71.55
LSTM
#Params (M)=120.14, ze...
2025.12
71.52
HACCS
Partition protocol=Dir...
2025.12
69
Mamba
#Params (M)=129.73, ze...
2025.12
67.19
Ensembling (NB)
Base Model=Pythia-70M,...
2025.05
63.1
Ensembling (Boosting)
Base Model=Pythia-70M,...
2025.05
62.4
Expanded SAE
Base Model=Pythia-70M,...
2025.05
60
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