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Benchmarks
Classification on Traffic Domain (test)
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84.28
Macro F1
Active Learning + Explanation
56.668
63.8365
71.005
78.1735
May 22, 2026
Macro F1
Accuracy
Updated 9d ago
Evaluation Results
Method
Method
Links
Macro F1
Accuracy
Active Learning + Explanation
AL Rounds=0, Num. Manu...
2026.05
84.28
90.4
Active Learning + Explanation
AL Rounds=3, Num. Manu...
2026.05
84.16
89.2
Active Learning + Explanation
AL Rounds=2, Num. Manu...
2026.05
84.01
89
Fine-tuned
AL Rounds=-, Num. Manu...
2026.05
83.68
89.6
Active Learning + Explanation
AL Rounds=1, Num. Manu...
2026.05
82.68
87.8
Active Learning
AL Rounds=0, Num. Manu...
2026.05
79.54
85.6
Zero-shot + Explanation
AL Rounds=-, Num. Manu...
2026.05
61.82
66
Zero-shot
AL Rounds=-, Num. Manu...
2026.05
57.73
60.4
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