Multiple-Choice Question (MCQ) on EarthMind-Bench SAR
91.94Scene Classification AccuracyEarth-OneVision
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Earth-OneVisionNumber of Parameters=2B2026.06 | 91.94 | 73.15 | 75.83 | 53.67 | 85.9 | 76.1 | |
| EarthMindNumber of Parameters=4B2026.06 | 64.4 | 77.4 | 74.6 | 46.8 | 43.1 | 61.3 | |
| EarthDialNumber of Parameters=4B2026.06 | 40.6 | 65.3 | 69.2 | 35.7 | 36.4 | 49.4 | |
| GPT-4oClosed-source=true2026.06 | 35.2 | 71.4 | 72.9 | 22.8 | 36.6 | 47.8 | |
| GeoPixelNumber of Parameters=7B2026.06 | 35.2 | 59 | 65.7 | 30.5 | 32.8 | 44.6 | |
| GeoChatNumber of Parameters=7B2026.06 | 28.6 | 49.8 | 46.8 | 27.9 | 18.5 | 34.3 |