Document Image Classification on RVL-CDIP 1.0 (test)

96.17Accuracy

DocFormer_BASE

Updated 4d ago

Evaluation Results

Method	Links
DocFormer_BASE 2022.04		96.17
StructuralLM_LARGE 2022.04		96.08
LayoutLMv3_LARGE 2022.04		95.93
LiLT_BASE 2022.04		95.68
LayoutLMv2_LARGE 2022.04		95.64
TILT_LARGE 2022.04		95.52
DocFormer_LARGE 2022.04		95.5
LayoutLMv3_BASE 2022.04		95.44
TILT_BASE 2022.04		95.25
LayoutLMv2_BASE 2022.04		95.25
UDoc 2022.04		95.05
LayoutLM_BASE 2022.04		94.42
SelfDoc 2022.04		92.81
Stacked Generalization 2018.01		92.21
LayoutLM_LARGE 2022.04		91.9
Intra-Domain Transfer Learning 2018.01		91.11
Afzal et al. 2018.01		90.97
Tensmeyer et al. 2018.01		90.94
Csurka et al. 2018.01		90.7
RoBERTa_LARGE 2022.04		90.11
RoBERTa_BASE 2022.04		90.06
BERT_LARGE 2022.04		89.92
BERT_BASE 2022.04		89.81
Harley et al. 2018.01		89.8
Tensmeyer et al. 2018.01		89.31