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ResearchFormerly WizWand

Ordinal classification on LaMP-3 (test)

0.242MAEPPlug
0.239360.257180.2750.29282Sep 18, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PPlugRetrieval Strategy=Plug-and-Play2024.090.2420.557
RSPG-PostRetrieval Strategy=Optimized RBP2024.090.2640.568
RSPG-PreRetrieval Strategy=Optimized RBP2024.090.2820.585
ROPG-RLRetrieval Strategy=Optimized RBP2024.090.2860.591
ROPG-KDRetrieval Strategy=Optimized RBP2024.090.290.604
RecencyRetrieval Strategy=Naive RBP2024.090.2960.605
BM25Retrieval Strategy=Naive RBP2024.090.2980.611
ContrieverRetrieval Strategy=Naive RBP2024.090.2990.616
FlanT5-XXLRetrieval Strategy=Ad-hoc2024.090.3080.611