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Benchmarks
Ordinal classification on LaMP-3 (test)
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0.242
MAE
PPlug
0.23936
0.25718
0.275
0.29282
Sep 18, 2024
MAE
RMSE
Updated 5mo ago
Evaluation Results
Method
Method
Links
MAE
RMSE
PPlug
Retrieval Strategy=Plu...
2024.09
0.242
0.557
RSPG-Post
Retrieval Strategy=Opt...
2024.09
0.264
0.568
RSPG-Pre
Retrieval Strategy=Opt...
2024.09
0.282
0.585
ROPG-RL
Retrieval Strategy=Opt...
2024.09
0.286
0.591
ROPG-KD
Retrieval Strategy=Opt...
2024.09
0.29
0.604
Recency
Retrieval Strategy=Nai...
2024.09
0.296
0.605
BM25
Retrieval Strategy=Nai...
2024.09
0.298
0.611
Contriever
Retrieval Strategy=Nai...
2024.09
0.299
0.616
FlanT5-XXL
Retrieval Strategy=Ad-hoc
2024.09
0.308
0.611
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