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Benchmarks
Slot Filling on RE Zero-shot
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91.3
Hit@1
Logits-to-Logic
25.156
42.328
59.5
76.672
Nov 11, 2025
Hit@1
Updated 1d ago
Evaluation Results
Method
Method
Links
Hit@1
Logits-to-Logic
Backbone LLM=LLaMA3.1-...
2025.11
91.3
ToG
Backbone LLM=GPT4, Rea...
2025.11
88.3
ToG
Backbone LLM=ChatGPT,...
2025.11
88
ToG-R
Backbone LLM=GPT4, Rea...
2025.11
86.9
ToG-R
Backbone LLM=ChatGPT,...
2025.11
86.5
SC
Backbone LLM=ChatGPT,...
2025.11
45.4
CoT
Backbone LLM=ChatGPT,...
2025.11
28.8
IO prompt
Backbone LLM=ChatGPT,...
2025.11
27.7
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