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Sentiment Analysis on SST2 (Accuracy)

94.9541Accuracy

FRA

Updated 28d ago

Evaluation Results

Method	Links
FRA 2025.01		94.9541
FEDAVG 2025.01		94.8394
DC 2025.05		94.77
DC 2025.05		94.77
FFA 2025.01		94.7248
CENTRALISED 2025.01		94.7248
DC 2025.05		94.69
DC 2025.05		94.69
CC 2025.05		94.61
BC 2025.05		94.61
CC 2025.05		94.61
BC 2025.05		94.61
Base LLM 2025.05		94.45
Base LLM 2025.05		94.45
SC 2025.05		94.3
SC 2025.05		94.3
CC 2025.05		94.06
CC 2025.05		94.06
BERT 2026.04		94
SC 2025.05		93.98
Base LLM 2025.05		93.98
SC 2025.05		93.98
Base LLM 2025.05		93.98
BC 2025.05		93.52
BC 2025.05		93.52
SC 2025.05		93.2
SC 2025.05		93.2
CC 2025.05		92.66
CC 2025.05		92.66
ConMeZO 2025.11		92.39
BC 2025.05		91.41
BC 2025.05		91.41
MeZO 2025.11		91.25
ConMeZO 2025.11		90.56
MeZO 2025.11		88.49
Base LLM 2025.05		87.66
Base LLM 2025.05		87.66
LLM-Guided TM 2026.04		85.24
DC 2025.05		84.14
DC 2025.05		84.14
char-CNN 2026.04		80.78
RNN/LSTM 2026.04		80.35
fastText 2026.04		80.1
RNN/LSTM 2026.04		77.5
TM 2026.04		76.38
TM 2026.04		75.61
BoW TFIDF 2026.04		75.5