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Ranking Preservation on NLP (Natural Language Processing) domain pool k=2 to 20
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27.11
AUC (MAE)
D-optimality
20.8076
22.4438
24.08
25.7162
Jun 26, 2026
AUC (MAE)
AUC (\u03c1)
AUC (NDCG@5)
AUC (\u03c4)
AUC (MRR)
Updated 26d ago
Evaluation Results
Method
Method
Links
AUC (MAE)
AUC (\u03c1)
AUC (NDCG@5)
AUC (\u03c4)
AUC (MRR)
D-optimality
Selection Strategy=D-o...
2026.06
27.11
16.51
17.87
-
4.86
Random
Selection Strategy=Ran...
2026.06
26.5
16.75
17.8
-
11.51
A-optimality
Selection Strategy=A-o...
2026.06
26.27
16.61
17.86
-
5.47
Cosine Farthest-First
Selection Strategy=Cos...
2026.06
22.41
17.2
17.89
-
7.88
Euclidean Farthest-First
Selection Strategy=Euc...
2026.06
21.49
17.17
17.89
-
8.6
K-Means
Selection Strategy=K-M...
2026.06
21.05
16.93
17.91
-
12.38
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