GeoQA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Geometric Question Answering | GEOQA (test) | Total Accuracy82.74 | 34 | |
| Mathematical Reasoning | GeoQA (test) | Accuracy75.07 | 31 | |
| Geometry problem solving | GeoQA | Top-1 Acc92.04 | 26 | |
| Multimodal Mathematical Reasoning | GEOQA-8k (test) | Accuracy65 | 17 | |
| Geometric reasoning | GeoQA | Accuracy72.52 | 15 | |
| Geometric Question Answering | GeoQA | Success Rate82.74 | 14 | |
| Geometry Problem Solving | GeoQA (test) | Choice Accuracy92.3 | 13 | |
| Multimodal Reasoning | GeoQA | Mean@149.2 | 11 | |
| Multimodal Numerical Reasoning | GeoQA (test) | Total Accuracy92.3 | 11 | |
| Visual Question Answering | GEOQA-8K | Average Score62.04 | 9 | |
| Multimodal Mathematical Reasoning | GeoQA | Accuracy66.45 | 6 | |
| Geometric Reasoning | GeoQA mid-school level | Accuracy (GeoQA mid-school)79.58 | 6 | |
| Geospatial Reasoning | GeoQA Hard | R@187.4 | 5 | |
| Geospatial Reasoning | GeoQA (Easy Split) | R@197.6 | 5 | |
| Multi-step theorem prediction | GeoQA | Accuracy85.64 | 4 |
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