Geo-Bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Generative Engine Optimization | GEO-Bench in-domain | Word Score25.42 | 30 | |
| Generative Engine Optimization | GEO-Bench | WLV4.81 | 26 | |
| Generative Engine Optimization | GEO-Bench Qwen-plus | Visual Fidelity Score10.17 | 13 | |
| Generative Engine Optimization | GEO-Bench Gemini-2.5-flash | Visibility15.35 | 13 | |
| Generative Engine Optimization | GEO-Bench GPT-4o-mini | Visual Fidelity18.31 | 13 | |
| Generative Engine Optimization | GEO-bench 1,000 queries (test) | Word Score11.07 | 12 | |
| Generative Engine Optimization | GEO-Bench Subjective Average (test) | VAR0.0116 | 12 | |
| Generative Engine Optimization | GEO-Bench Objective Overall (test) | VAR0.0189 | 12 | |
| Multispectral Classification | GEO-Bench m-bigearthnet, m-so2sat, m-eurosat (test) | F1 Score (GB-ben)0.6215 | 10 | |
| Semantic Segmentation | GEO-Bench SA-c | Macro mIoU28.98 | 10 | |
| Semantic Segmentation | Geo-Bench | mIoU (nz-cattle, macro)82.98 | 10 | |
| Generative Engine Optimization | GEO-bench n=200 (test) | Citation Rate59.6 | 8 | |
| Subjective Content Quality Assessment | GEO-bench | Relevance Score22.3 | 2 |
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