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Benchmarks
PII Detection on PII-Single v1 (test)
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92.1
Entity F1 Score
DeepSeekV3
79.516
82.783
86.05
89.317
Feb 25, 2025
Entity F1 Score
Strict F1 Score
RougeL F-Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Entity F1 Score
Strict F1 Score
RougeL F-Score
DeepSeekV3
Model Category=API-bas...
2025.02
92.1
90.3
90.5
GPT4o
Model Category=API-bas...
2025.02
91.4
89.3
89.5
Llama3.1
Model Category=Open-so...
2025.02
91.3
88.1
88.3
Qwen2.5
Model Category=Open-so...
2025.02
90.8
86.6
86.9
Claude3.5
Model Category=API-bas...
2025.02
89.1
85.8
86.2
BiLSTM-CRF
Model Category=Traditi...
2025.02
85.1
-
-
Qwen2.5-SLM
Model Category=Open-so...
2025.02
84.6
78.7
79.2
Llama3.1-SLM
Model Category=Open-so...
2025.02
80
74.8
75.2
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