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Influential data identification on Math Problem w/o reasoning
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100
AUC
DataInf
53.72
65.735
77.75
89.765
Aug 13, 2025
AUC
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
Recall
DataInf
LLM Backbone=Llama-2-1...
2025.08
100
99.9
For-Value
LLM Backbone=Qwen2.5-1.5B
2025.08
100
99.8
For-Value
LLM Backbone=Llama-2-1...
2025.08
100
100
HyperINF
LLM Backbone=Llama-2-1...
2025.08
99.5
96.7
HyperINF
LLM Backbone=Qwen2.5-1.5B
2025.08
98.6
94.2
DataInf
LLM Backbone=Qwen2.5-1.5B
2025.08
98.5
87.8
Hessian-free
LLM Backbone=Qwen2.5-1.5B
2025.08
83.5
59.2
Hessian-free
LLM Backbone=Llama-2-1...
2025.08
77
25.8
Emb
LLM Backbone=Llama-2-1...
2025.08
76.2
38.9
Emb
LLM Backbone=Qwen2.5-1.5B
2025.08
55.5
14.6
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