Visual Question Answering on EarthVQA
82.2Basic Judging ScoreGeoXL
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GeoXLType=Self-play, # Curated=0, Backbone=LLaVA2026.05 | 82.2 | 53.8 | 33.8 | 70.2 | 30.4 | 19.5 | 48.3 | |
| VHMType=Conventional, # Curated=1.4M2026.05 | 79 | 71.8 | 12.8 | 39.6 | 23.2 | 24.6 | 41.8 | |
| LLaVAType=Base, # Curated=02026.05 | 78.6 | 55.8 | 24.8 | 60.6 | 28.2 | 19.6 | 44.6 | |
| GeoXQType=Self-play, # Curated=0, Backbone=Qwen2026.05 | 78.2 | 68.6 | 26.6 | 69.4 | 30.2 | 34.4 | 51.2 | |
| QwenType=Base, # Curated=02026.05 | 78 | 73 | 23.4 | 62.4 | 29.4 | 33.6 | 50 | |
| EarthDialType=Conventional, # Curated=11.1M2026.05 | 76.2 | 41.4 | 5.6 | 53 | 4 | 11 | 31.9 | |
| RSThinkerType=Conventional, # Curated=380K2026.05 | 69.4 | 42.6 | 15.4 | 45.8 | 25.2 | 19 | 36.2 | |
| GeoChatType=Conventional, # Curated=318K2026.05 | 66.6 | 37 | 16.6 | 26 | 2.2 | 7.8 | 26 |