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Semantic Entity Labeling on FUNSD v1 (test)

83.24Precision

LayoutLMv2-large

Updated 4d ago

Evaluation Results

Method	Links
LayoutLMv2-large 2021.06		83.24	85.19	84.2
DocFormer-large (I+T+S) 2021.06		82.29	86.94	84.55
DocFormer-large (T+S) 2021.06		81.33	85.44	83.33
DocFormer-base (I+T+S) 2021.06		80.76	86.09	83.34
BROS-base 2021.06		80.56	81.88	81.21
LayoutLMv2-base 2021.06		80.29	85.39	82.76
DocFormer-base (T+S) 2021.06		77.63	83.69	80.54
LayoutLMv1-base 2021.06		76.77	81.95	79.27
LayoutLMv1-base 2021.06		76.12	81.55	78.66
LayoutLMv1-large 2021.06		75.36	80.61	77.89
ROBERTa-large 2021.06		67.8	73.91	70.72
UniLMv2-large 2021.06		67.8	73.91	70.72
ROBERTa-base 2021.06		63.49	69.75	66.48
UniLMv2-base 2021.06		63.49	69.75	66.48
BERT-large 2021.06		61.13	70.85	65.63
BERT-base 2021.06		54.69	61.71	60.26