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Influential Data Identification on Math Problem w/ reasoning
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100
AUC
DataInf
54.24
66.12
78
89.88
Aug 13, 2025
AUC
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
Recall
DataInf
LLM Backbone=Llama-2-1...
2025.08
100
99.6
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
99.4
96.1
HyperINF
LLM Backbone=Qwen2.5-1.5B
2025.08
98.8
95
DataInf
LLM Backbone=Qwen2.5-1.5B
2025.08
98.7
89.2
Hessian-free
LLM Backbone=Qwen2.5-1.5B
2025.08
82.9
52.4
Hessian-free
LLM Backbone=Llama-2-1...
2025.08
77.2
25.8
Emb
LLM Backbone=Llama-2-1...
2025.08
72.5
27
Emb
LLM Backbone=Qwen2.5-1.5B
2025.08
56
19.8
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