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ResearchFormerly WizWand

Classification on Amazon Mathematics 8-shot (test)

27.58Macro F1PATTON
15.30818.49421.6824.866May 20, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PATTONevaluation_protocol=8-shot2023.0527.5832.82
SCIPATTONevaluation_protocol=8-shot, Backbone=SciBERT2023.0527.3531.7
w/o NMLMevaluation_protocol=8-shot2023.0525.9127.79
SimCSE.in-domainevaluation_protocol=8-shot2023.0525.1529.85
w/o MNPevaluation_protocol=8-shot2023.0524.7929.44
SciBERTevaluation_protocol=8-shot2023.0523.523.1
BERT.MLMevaluation_protocol=8-shot2023.0523.4431.75
SPECTERevaluation_protocol=8-shot2023.0523.3729.83
SciBERT.MLMevaluation_protocol=8-shot2023.0523.3430.11
SimCSE (sup)evaluation_protocol=8-shot2023.0520.3925.56
SimCSE (unsup)evaluation_protocol=8-shot2023.0520.1226.11
GraphFormersevaluation_protocol=8-shot2023.0518.6923.24
BERTevaluation_protocol=8-shot2023.0518.1422.04
LinkBERTevaluation_protocol=8-shot2023.0515.7819.75