| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| GEO-Bench in-domain | AgenticGEO | Word Score25.42 | 30 | 2mo ago | |
| E-Commerce | AgenticGEO | Word Score26.79 | 30 | 2mo ago | |
| MS MARCO | AgenticGEO | Word Score34.96 | 30 | 2mo ago | |
| GEO-Bench | MAGEO | WLV4.81 | 26 | 1mo ago | |
| MSME-GEO-Bench | MAGEO | WLV5.3 | 26 | 1mo ago | |
| MIMIQ 1.0 (test) | AgentGEO | CR Score79.52 | 24 | 2mo ago | |
| MSME-GEO-Bench Qwen-3 Max (test) | MAGEO (Main) | WLV3.84 | 13 | 1mo ago | |
| GEO-Bench Qwen-plus | FeatGEO | Visual Fidelity Score10.17 | 13 | 1mo ago | |
| GEO-Bench Gemini-2.5-flash | FeatGEO | Visibility15.35 | 13 | 1mo ago | |
| GEO-Bench GPT-4o-mini | FeatGEO | Visual Fidelity18.31 | 13 | 1mo ago | |
| GEO Evaluation Set (per document) | IF-GEO | Mean14.17 | 12 | 3mo ago | |
| GEO-bench 1,000 queries (test) | IF-GEO | Word Score11.07 | 12 | 3mo ago | |
| GEO-Bench Subjective Average (test) | IF-GEO | VAR0.0116 | 12 | 3mo ago | |
| GEO-Bench Objective Overall (test) | IF-GEO | VAR0.0189 | 12 | 3mo ago | |
| GEO-bench n=200 (test) | GEO-SFE | Citation Rate59.6 | 8 | 2mo ago |
