Earth Observation agent reasoning on Earth-Agent Benchmark subset-65
58.07Tool-A-OAFlow
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AFlow2026.01 | 58.07 | 25.91 | 22.38 | 0.89 | 30.16 | |
| GeoEvolver2026.01 | 57.66 | 44.66 | 39.06 | 1.47 | 76.56 | |
| Training-free GRPO2026.01 | 57.24 | 44.36 | 36.44 | 1.36 | 31.25 | |
| Deepagents2026.01 | 41.67 | 33.98 | 25.45 | 1.06 | 29.69 | |
| Expel2026.01 | 32.72 | 25.94 | 22.48 | 1.79 | 22.58 | |
| Earth-Agent-MAS2026.01 | 32.28 | 26.96 | 20.91 | 1.47 | 15.87 |