Visual Question Answering on HRBEN
69.8Presence Precision@1LLaVA-1.5
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LLaVA-1.5evaluation_mode=Zero-shot2025.12 | 69.8 | 67.3 | — | — | 68.4 | |
| Qwen-VLevaluation_mode=Zero-shot2025.12 | 66.4 | 60.4 | — | — | 63.1 | |
| SATGroundevaluation_mode=Zero-shot2025.12 | 63 | 84.1 | — | — | 74.9 | |
| EarthGPTevaluation_mode=Zero-shot2025.12 | 62.8 | 79.5 | — | — | 72.1 | |
| EarthDialevaluation_mode=Zero-shot2025.12 | 58.9 | 83.1 | — | — | 72.4 | |
| GeoChatevaluation_mode=Zero-shot2025.12 | 58.5 | 83.2 | — | — | 72.3 | |
| MiniGPTv2evaluation_mode=Zero-shot2025.12 | 40.8 | 50.9 | — | — | 46.5 |