Table Visual Question Answering on TabFact (test)
0.832AccuracyDocFormerv2large
Evaluation results
| Method | Links | |
|---|---|---|
| DocFormerv2largepre-train data=64M, #param=750M2023.06 | 0.832 | |
| DocOwl 1.5Input Size=13442024.06 | 0.804 | |
| UDOPpre-train data=11M, #param=794M2023.06 | 0.789 | |
| T5large+2D+U#param=750M2023.06 | 0.786 | |
| LayoutLMv3largepre-train data=11M, #param=368M2023.06 | 0.781 | |
| T5large+U#param=750M2023.06 | 0.76 | |
| TabPediaInput Size=25602024.06 | 0.713 | |
| GPT4VInput Size=6452024.06 | 0.693 | |
| Gemini ProInput Size=6592024.06 | 0.679 | |
| Xcomposer2Input Size=5112024.06 | 0.623 | |
| T5large#param=750M2023.06 | 0.589 | |
| T5large+2D#param=750M2023.06 | 0.58 | |
| TextMonkeyInput Size=8962024.06 | 0.536 | |
| CogagentInput Size=11202024.06 | 0.517 | |
| MonkeyInput Size=8962024.06 | 0.498 |