Question Answering on SimpleQA (Recall, Acc)
63.7AccuracyPIXELRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PIXELRAGReader=Qwen3-VL-4B, top-k=1, Retrieval Modality=Pixel-based retrieval2026.06 | 63.7 | 71.2 | |
| PIXELRAG (base)Reader=Qwen3-VL-4B, top-k=1, Retrieval Modality=Pixel-based retrieval2026.06 | 58.3 | 65.7 | |
| TrafilaturaReader=Qwen3-VL-4B, top-k=1, Retrieval Modality=Text-based retrieval2026.06 | 55.6 | 62.6 | |
| mwparserfromhellReader=Qwen3-VL-4B, top-k=1, Retrieval Modality=Text-based retrieval2026.06 | 48.6 | 58.8 | |
| No retrievalReader=Qwen3-VL-4B, top-k=1, Retrieval Modality=None2026.06 | 6.4 | — |