Visual Question Answering on GEOBench VLM
39.5Object Localization & Counting ScoreGeoXQ
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GeoXQType=Self-play, # Curated=0, Backbone=Qwen2026.05 | 39.5 | 53.9 | 47.5 | 42.4 | 43.3 | |
| QwenType=Base, # Curated=02026.05 | 37.3 | 54.8 | 43.8 | 45.3 | 42.1 | |
| VHMType=Conventional, # Curated=1.4M2026.05 | 27 | 55.1 | 36.3 | 47 | 35.4 | |
| EarthDialType=Conventional, # Curated=11.1M2026.05 | 24.8 | 60.5 | 35.9 | 16.7 | 31.4 | |
| RSThinkerType=Conventional, # Curated=380K2026.05 | 24.7 | 49.6 | 36.2 | 20.9 | 30 | |
| GeoChatType=Conventional, # Curated=318K2026.05 | 22.2 | 49.6 | 34.5 | 37.8 | 30.3 | |
| GeoXLType=Self-play, # Curated=0, Backbone=LLaVA2026.05 | 22.2 | 47.1 | 36.5 | 14.3 | 27.4 | |
| LLaVAType=Base, # Curated=02026.05 | 20.6 | 46.6 | 35.2 | 14.7 | 26.2 |