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Benchmarks
Classification on Construction Domain (test)
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83.92
Macro F1
Active Learning + Explanation
34.1352
47.0601
59.985
72.9099
May 22, 2026
Macro F1
Accuracy
Updated 9d ago
Evaluation Results
Method
Method
Links
Macro F1
Accuracy
Active Learning + Explanation
AL Rounds=3, Num. Manu...
2026.05
83.92
89.8
Fine-tuned
AL Rounds=-, Num. Manu...
2026.05
83.75
90.6
Active Learning + Explanation
AL Rounds=2, Num. Manu...
2026.05
81.6
88.4
Active Learning + Explanation
AL Rounds=0, Num. Manu...
2026.05
80.77
88.6
Active Learning + Explanation
AL Rounds=1, Num. Manu...
2026.05
79.77
86.8
Active Learning
AL Rounds=0, Num. Manu...
2026.05
76.8
84.8
Zero-shot + Explanation
AL Rounds=-, Num. Manu...
2026.05
43.07
52
Zero-shot
AL Rounds=-, Num. Manu...
2026.05
36.05
39.8
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