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Question Answering on PubMedQA (Accuracy)

83.67Accuracy

TL++ secure

Updated 1mo ago

Evaluation Results

Method	Links
TL++ secure 2026.06		83.67
TL++ secure 2026.06		82.6
Centralized 2026.06		81.33
TL++ base 2026.06		81.2
Centralized 2026.06		81.07
TL++ base 2026.06		80.87
Pre-trained 2026.06		76.6
Pre-trained 2026.06		75
Pre-trained 2026.06		74.6
Pre-trained 2026.06		73.2
METIS 2026.06		72.8
TIES 2026.06		72.8
METIS 2026.06		72.8
TIES 2026.06		72
METIS 2026.06		71.8
DARE 2026.06		70.8
Task Arithmetic 2026.06		68.8
ConsensusTA 2026.06		68.8
SplitFed 2026.06		67.44
Standard SL 2026.06		67.11
FedAvg 2026.06		65.67
DARE 2026.06		65.4
FedProx 2026.06		65.33
ConsensusTA 2026.06		64
DARE 2026.06		62.2
SplitFed 2026.06		61.44
METIS 2026.06		59.6
FedProx 2026.06		59.44
TIES 2026.06		57.4
FedAvg 2026.06		55.89
Task Arithmetic 2026.06		55.8
DARE 2026.06		55.6
ConsensusTA 2026.06		55.6
Standard SL 2026.06		55.44
Task Arithmetic 2026.06		55.4
ConsensusTA 2026.06		55.4
Task Arithmetic 2026.06		55.2
TIES 2026.06		55.2
SCAFFOLD 2026.06		53.67
SCAFFOLD 2026.06		51.67