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Influential data identification on Sentence transformations
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100
AUC
DataInf
52.784
65.042
77.3
89.558
Aug 13, 2025
AUC
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
Recall
DataInf
LLM Backbone=Llama-2-1...
2025.08
100
99.7
HyperINF
LLM Backbone=Llama-2-1...
2025.08
100
99.8
For-Value
LLM Backbone=Qwen2.5-1.5B
2025.08
100
98.9
For-Value
LLM Backbone=Llama-2-1...
2025.08
100
100
Hessian-free
LLM Backbone=Llama-2-1...
2025.08
99.9
98.5
HyperINF
LLM Backbone=Qwen2.5-1.5B
2025.08
99.3
93.4
DataInf
LLM Backbone=Qwen2.5-1.5B
2025.08
98.1
82.6
Emb
LLM Backbone=Llama-2-1...
2025.08
85.4
56.3
Hessian-free
LLM Backbone=Qwen2.5-1.5B
2025.08
78.5
37
Emb
LLM Backbone=Qwen2.5-1.5B
2025.08
54.6
14.8
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