Visual Question Answering on MapQA
89.14AccuracyMetaForge
Evaluation results
| Method | Links | |
|---|---|---|
| MetaForgeTool Setting=w/ OOD Tools2026.06 | 89.14 | |
| D.P.Data Source Type=Real Data Reweighting, Sampling Strategy Category=Ours, Compute Budget=280K datapoints2026.03 | 84.8 | |
| OracleData Source Type=Real Data Reweighting, Sampling Strategy Category=Gold, Compute Budget=280K datapoints2026.03 | 83.5 | |
| ICONSData Source Type=Real Data Reweighting, Sampling Strategy Category=Baseline, Compute Budget=280K datapoints2026.03 | 83.3 | |
| UniformData Source Type=Real Data Reweighting, Sampling Strategy Category=Baseline, Compute Budget=280K datapoints2026.03 | 82.9 | |
| D.P.Data Source Type=Synthetic Data Selection, Sampling Strategy Category=Ours, Compute Budget=280K datapoints2026.03 | 79.8 | |
| ICONSData Source Type=Synthetic Data Selection, Sampling Strategy Category=Baseline, Compute Budget=280K datapoints2026.03 | 78.2 | |
| MetaForgeTool Setting=w/ IID Tools2026.06 | 77.98 | |
| UniformData Source Type=Synthetic Data Selection, Sampling Strategy Category=Baseline, Compute Budget=280K datapoints2026.03 | 75.2 |