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Benchmarks
Multiclass Classification on retrofit-type prediction Stage 2
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70.2
Accuracy
AutoGluon
7.592
23.846
40.1
56.354
Jun 13, 2026
Accuracy
Weighted F1 Score
Macro F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Weighted F1 Score
Macro F1 Score
AutoGluon
2026.06
70.2
65.4
34.8
LLM-STACKED
2026.06
68
62.6
28.1
Random Forest
Sampling strategy=SMOTE
2026.06
61.1
62.1
39
XGBoost
Sampling strategy=SMOTE
2026.06
60.1
61.4
38
LLM-EMBED
2026.06
48
52.1
32.7
LLM-PROMPTED
2026.06
10
1.8
1.2
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