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Benchmarks
Drought Impact Extraction on DID (test)
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68.4
Accuracy
CienaLLM
42.608
49.304
56
62.696
Dec 22, 2025
Accuracy
Precision
Recall
F1 Score
Parsing Error Rate
Exec. Time (s/article)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
Parsing Error Rate
Exec. Time (s/article)
CienaLLM
Configuration=Best-F1
2025.12
68.4
83.7
91.1
87.3
0
36.432
CienaLLM
Configuration=Efficient
2025.12
59.8
83.2
78.5
80.8
0
3.32
CienaLLM
Configuration=Fastest
2025.12
43.6
81
53.8
64.6
0
2.468
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