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Relation Classification on Chemprot

79.65AccuracyROBERTa-CL
35.81447.194558.57569.9555Oct 15, 2020
Updated 8mo ago

Evaluation results

MethodLinks
ROBERTa-CLTraining supervision type=clean labels, Method categorization=Fully-supervised2020.1079.65
COSINEMethod categorization=Framework2020.1054.36
ImplyLossMethod categorization=Baseline2020.1053.48
USTMethod categorization=Baseline2020.1052.14
MixupMethod categorization=Baseline2020.1051.59
InitMethod categorization=Framework2020.1051.34
DenoiseMethod categorization=Baseline2020.1050.56
SMARTMethod categorization=Baseline2020.1048.26
ExMatchMethod categorization=Baseline2020.1046.52
FreeLBMethod categorization=Baseline2020.1045.68
ROBERTa-WL+Training supervision type=weak labels, Method categorization=Baseline2020.1044.8
Self-ensembleMethod categorization=Baseline2020.1044.62
SnorkelMethod categorization=Baseline2020.1037.5