Referred Object Detection on Urban Tree Crown Detection (test)
16.7AP MediumEarth-OneVision (2B)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Earth-OneVision (2B)Parameters=2B, Zero-Shot=true2026.06 | 16.7 | 4.62 | 39.42 | 24.08 | 13.83 | 19.73 | |
| EarthDialZero-shot=true2024.12 | 7.01 | 1.1 | 25.67 | 11.13 | 6.7 | — | |
| EarthDial (4B)Parameters=4B, Zero-Shot=true2026.06 | 7.01 | 1.1 | 25.67 | 11.13 | 6.7 | 10.32 | |
| EarthDialevaluation_protocol=zero-shot2025.12 | 7 | 1.1 | 25.7 | 11.1 | 6.7 | — | |
| SATGroundevaluation_protocol=zero-shot2025.12 | 4.9 | 0.3 | 15.4 | 6.1 | 6.1 | — | |
| InternVL2-8Bevaluation_protocol=zero-shot2025.12 | 4 | 0.6 | 17.1 | 7.9 | 3.9 | — | |
| InternVL2-8BZero-shot=true2024.12 | 3.99 | 0.6 | 17.1 | 7.9 | 3.94 | — | |
| InternVL2 (8B)Parameters=8B, Zero-Shot=true2026.06 | 3.99 | 0.6 | 17.1 | 7.9 | 3.94 | 6.71 | |
| InternVL2-4Bevaluation_protocol=zero-shot2025.12 | 3.2 | — | 13.4 | 5.9 | 3.1 | — | |
| InternVL2-4BZero-shot=true2024.12 | 3.17 | — | 13.41 | 5.9 | 3.1 | — | |
| InternVL2 (4B)Parameters=4B, Zero-Shot=true2026.06 | 3.17 | — | 13.41 | 5.9 | 3.1 | — | |
| GeoChatevaluation_protocol=zero-shot2025.12 | 1.8 | — | 8.9 | 2.9 | 3.1 | — | |
| GeoChatZero-shot=true2024.12 | 1.8 | — | 8.9 | 2.9 | 3.1 | — | |
| GeoChat (7B)Parameters=7B, Zero-Shot=true2026.06 | 1.8 | — | 8.9 | 2.9 | 3.1 | — |