Temporal Classification on xBD
76.33Region Classification Score 1Earth-OneVision (2B)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Earth-OneVision (2B)Input Images=22026.06 | 76.33 | 84.62 | 98.07 | 85.64 | 59.81 | 80.89 | |
| EarthDial (4B)Input Images=22026.06 | 53.7 | 83.09 | 96.37 | 82.85 | 54.01 | 74 | |
| GPT-4oInput Images=22026.06 | 51.68 | 71.62 | 67.95 | 75.45 | 70.41 | 67.42 | |
| GeoChat (7B)Input Images=22026.06 | 25.3 | 57.65 | 53.32 | 52.19 | 49.51 | 47.59 | |
| InternVL2 (8B)Input Images=22026.06 | 14.39 | 58.33 | 51.44 | 61.52 | 51.12 | 47.36 |