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ResearchFormerly WizWand

Named Entity Recognition on Instruc-tUIE NER

53.15F1 ScoreJsonTuning
19.422828.178936.93545.6911Oct 4, 2023
Updated 8mo ago

Evaluation results

MethodLinks
JsonTuningBackbone=LLaMA3-8B, Zero-shot generalization=true2023.1053.15
JsonTuningBackbone=Mistral-7B, Zero-shot generalization=true2023.1053.02
JsonTuningBackbone=LLaMA2-13B, Zero-shot generalization=true2023.1047.71
JsonTuningBackbone=LLaMA-13B, Zero-shot generalization=true2023.1045.31
JsonTuningBackbone=LLaMA2-7B, Zero-shot generalization=true2023.1045.25
JsonTuningBackbone=LLaMA-7B, Zero-shot generalization=true2023.1043.47
TextTuningBackbone=LLaMA3-8B, Zero-shot generalization=true2023.1043.31
TextTuningBackbone=LLaMA2-7B, Zero-shot generalization=true2023.1041.66
TextTuningBackbone=LLaMA2-13B, Zero-shot generalization=true2023.1040.95
TextTuningBackbone=Mistral-7B, Zero-shot generalization=true2023.1040.18
TextTuningBackbone=LLaMA-13B, Zero-shot generalization=true2023.1038.15
TextTuningBackbone=LLaMA-7B, Zero-shot generalization=true2023.1037.61
JsonTuningBackbone=Falcon-7B, Zero-shot generalization=true2023.1029.02
TextTuningBackbone=Falcon-7B, Zero-shot generalization=true2023.1020.72