SciQA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Question Answering | SciQA IMG | Accuracy87.1 | 71 | |
| Uncertainty Estimation | SciQA | AUROC0.8269 | 56 | |
| Science Question Answering | SciQA-IMG | SciQA-IMG Accuracy89 | 53 | |
| Scientific Question Answering | SciQA | Accuracy91.4 | 35 | |
| Question Answering | SciQA (test) | Accuracy80.6 | 30 | |
| Step-level correctness assessment | SciQA (test) | PR-AUC55.3 | 22 | |
| Step-level reasoning verification | SciQA | PR-AUC44 | 19 | |
| Multimodal Reasoning | SciQA | Accuracy93.7 | 14 | |
| Question Answering | SciQA | Normalized Accuracy76.2 | 10 | |
| Clarifying Questions | SciQA (test) | Accuracy26 | 6 |
Showing 10 of 10 rows