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ResearchFormerly WizWand

Occupation classification on Occupation classification dataset

86.8AccuracyRLACE
82.43283.56684.785.834Dec 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RLACEBackbone=DeBERTa2022.1286.80.12680.81.361
RLACEBackbone=BERT2022.1286.60.13180.91.413
ControlBackbone=DeBERTa2022.1286.50.12979.51.403
FinetunedBackbone=BERT2022.1286.40.13680.91.559
ControlBackbone=BERT2022.1286.40.1479.61.602
FinetunedBackbone=DeBERTa2022.1286.40.13481.91.597
ScrubbingBackbone=BERT2022.1286.30.12370.40.901
ScrubbingBackbone=DeBERTa2022.1285.80.10772.90.788
INLPBackbone=BERT2022.1285.30.13178.21.216
INLPBackbone=DeBERTa2022.1285.20.122731.05
JTTBackbone=BERT2022.1284.60.13676.11.417
BLIND + ScrubbingBackbone=BERT2022.1284.40.13266.41.07
BLIND + ScrubbingBackbone=DeBERTa2022.1284.30.11664.80.712
JTTBackbone=DeBERTa2022.1284.10.14771.398
DFL-demog + ScrubbingBackbone=DeBERTa2022.1284.10.11457.80.592
BLINDBackbone=DeBERTa2022.1283.50.12363.80.906
DFL-demogBackbone=BERT2022.1283.40.12260.20.709
DFL-demog + ScrubbingBackbone=BERT2022.12830.11156.90.584
DFL-demogBackbone=DeBERTa2022.1282.90.11361.90.794
BLINDBackbone=BERT2022.1282.60.13769.41.097