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ResearchFormerly WizWand

Few-shot text classification on BinaryClfs

0.698AUC-ROCICT
0.497280.549390.60150.65361Oct 15, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ICTBackbone=GPT2-Large, K-shot=5-shot, Instruction presence=With instructions2021.100.698
InsT + FTBackbone=GPT2-Large, K-shot=5-shot, Instruction presence=With instructions2021.100.694
ICTBackbone=GPT2-Medium, K-shot=5-shot, Instruction presence=With instructions2021.100.674
InsT + FTBackbone=GPT2-Medium, K-shot=5-shot, Instruction presence=With instructions2021.100.67
ICTBackbone=GPT2-Large, K-shot=0-shot, Instruction presence=With instructions2021.100.663
ICTBackbone=GPT2-Medium, K-shot=0-shot, Instruction presence=With instructions2021.100.629
Raw IC-LBackbone=GPT2-Large, K-shot=5-shot, Instruction presence=With instructions2021.100.583
Raw IC-LBackbone=GPT2-Medium, K-shot=5-shot, Instruction presence=With instructions2021.100.578
Raw IC-LBackbone=GPT2-Large, K-shot=0-shot, Instruction presence=With instructions2021.100.51
Raw IC-LBackbone=GPT2-Medium, K-shot=0-shot, Instruction presence=With instructions2021.100.505