Open-Ended VQA (OE) on EarthMind-Bench SAR
3.52Image Captioning ScoreEarth-OneVision
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Earth-OneVisionNumber of Parameters=2B2026.06 | 3.52 | 3.41 | 2.51 | 2.83 | 3.07 | |
| EarthMindNumber of Parameters=4B2026.06 | 3.1 | 3.25 | 1.89 | 2.3 | 2.64 | |
| GPT-4oClosed-source=true2026.06 | 2.89 | 3.05 | 1.65 | 2.04 | 2.4 | |
| EarthDialNumber of Parameters=4B2026.06 | 2.26 | 2.09 | 1.6 | 1.86 | 1.95 | |
| GeoPixelNumber of Parameters=7B2026.06 | 2.08 | 1.97 | 1.45 | 1.68 | 1.8 | |
| GeoChatNumber of Parameters=7B2026.06 | 1.78 | 1.65 | 1.25 | 1.56 | 1.56 |