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Parameter-Efficient Fine-Tuning on 11 PEFT Tasks (test)
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73.1
Avg Accuracy
Multitask
57.292
61.396
65.5
69.604
May 24, 2025
Avg Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Accuracy
Multitask
Methodology=(IA)³
2025.05
73.1
Fine-tuned
Methodology=(IA)³
2025.05
71.4
NPS
Methodology=(IA)³
2025.05
68.2
Ties-Merging
Methodology=(IA)³
2025.05
66.8
Consensus TIES
Methodology=(IA)³
2025.05
66.6
Consensus TA
Methodology=(IA)³
2025.05
65.8
Task Arithmetic
Methodology=(IA)³
2025.05
63.9
Fisher Merging
Methodology=(IA)³
2025.05
62.2
RegMean
Methodology=(IA)³
2025.05
58
Averaging
Methodology=(IA)³
2025.05
57.9
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