Question Answering on WebSRC (test)
89.1EMSageGPT-small-v0.2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SageGPT-small-v0.2Modality=?2024.02 | 89.1 | 92.2 | |
| PLAINHTMLModality=T+L2024.02 | 80 | 84.1 | |
| DocPrompt (ErnieLayout-Large)Modality=T+L+V2024.02 | 77.4 | 85 | |
| TIE (MarkupLM-Large)Modality=T+L2024.02 | 76.3 | 80.5 | |
| SPATIAL FORMATModality=T+L2024.02 | 74.2 | 80.7 | |
| PLAINTEXTModality=T2024.02 | 72.9 | 80.5 | |
| SPATIAL FORMATYModality=T+L2024.02 | 72.4 | 80.3 | |
| WebLMModalities=Text + HTML + Image, Model Scale=Large2026.02 | 72.01 | 78.66 | |
| MarkupLMModalities=Text + HTML, Model Scale=Large2026.02 | 69.09 | 76.45 | |
| CENTERPOINTModality=T+L2024.02 | 68.9 | 76.9 | |
| BOUNDING BOXModality=T+L2024.02 | 68.3 | 76.6 | |
| BOUNDINGBOXMARKUPModality=T+L2024.02 | 68.1 | 75.9 | |
| V-PLM(Electra)Modalities=Text + HTML + Image, Model Scale=Large2026.02 | 68.07 | 75.25 | |
| AXEModalities=Text + HTML, Model Scale=Large2026.02 | 67.6 | 71.1 | |
| H-PLM(Electra)Modalities=Text + HTML, Model Scale=Large2026.02 | 66.29 | 72.71 | |
| LayoutLMv3Modalities=Text + Image, Model Scale=Large2026.02 | 57.68 | 63.33 | |
| T-PLM(Electra)Modalities=Text, Model Scale=Large2026.02 | 56.32 | 72.35 |