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ResearchFormerly WizWand

Sentence-level Relation Extraction on SemEval (test)

0.887F1 (micro)FineCL
0.383640.514320.6450.77568May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FineCLTraining Data Size=100%2022.050.887
CPTraining Data Size=100%2022.050.885
ERICA_RoBERTaTraining Data Size=100%2022.050.884
WCL_RoBERTaTraining Data Size=100%2022.050.883
MTBTraining Data Size=100%2022.050.882
ERICA_BERTTraining Data Size=100%2022.050.881
BERTTraining Data Size=100%2022.050.878
RoBERTaTraining Data Size=100%2022.050.875
FineCLTraining Data Size=10%2022.050.81
ERICA_RoBERTaTraining Data Size=10%2022.050.809
CPTraining Data Size=10%2022.050.8
WCL_RoBERTaTraining Data Size=10%2022.050.8
ERICA_BERTTraining Data Size=10%2022.050.798
MTBTraining Data Size=10%2022.050.792
RoBERTaTraining Data Size=10%2022.050.777
BERTTraining Data Size=10%2022.050.765
FineCLTraining Data Size=1%2022.050.512
ERICA_RoBERTaTraining Data Size=1%2022.050.503
WCL_RoBERTaTraining Data Size=1%2022.050.47
ERICA_BERTTraining Data Size=1%2022.050.464
MTBTraining Data Size=1%2022.050.442
RoBERTaTraining Data Size=1%2022.050.436
BERTTraining Data Size=1%2022.050.41
CPTraining Data Size=1%2022.050.403