HyperAI

Semantic Entity Labeling On Funsd

Metriken

F1

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle
ModellnameF1
layoutlmv2-multi-modal-pre-training-for84.2
structextv2-masked-visual-textual-prediction91.82
doc2graph-a-task-agnostic-document82.25
xdoc-unified-pre-training-for-cross-format89.4
lilt-a-simple-yet-effective-language88.41
layoutlmv3-pre-training-for-document-ai-with92.08
modeling-layout-reading-order-as-ordering91.84
reading-order-matters-information-extraction85.16
doctr-document-transformer-for-structured84
ernie-layout-layout-knowledge-enhanced-pre93.12
layoutlmv2-multi-modal-pre-training-for82.76
layoutmask-enhance-text-layout-interaction-in93.20
geolayoutlm-geometric-pre-training-for-visual92.86
layoutmask-enhance-text-layout-interaction-in92.91
structextv2-masked-visual-textual-prediction89.23