Object Counting on RSOD
63.5AccuracyGemini-2.0-flash
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gemini-2.0-flashModel Category=Closed-source Commercial Vision-Language Models2026.03 | 63.5 | — | |
| Claude-sonnet-4Model Category=Closed-source Commercial Vision-Language Models2026.03 | 51.5 | — | |
| SkySenseGPTModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 51.5 | — | |
| GeoSolver2026.03 | 45.5 | — | |
| EarthDialModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 41 | — | |
| ChatGPT-5Model Category=Closed-source Commercial Vision-Language Models2026.03 | 40 | — | |
| GeoXLMethod Category=Self-play, Base VLM=LLaVA2026.05 | 37.5 | 4.32 | |
| RSThinkerMethod Category=Conventional2026.05 | 37.3 | 6.19 | |
| RS-EoTModel Category=Open-source Reasoning Vision-Language Models2026.03 | 35 | — | |
| LLaVAMethod Category=Base2026.05 | 33.3 | 4.49 | |
| GeoXQMethod Category=Self-play, Base VLM=Qwen2026.05 | 30.6 | 3.69 | |
| GLM-4.1V-ThinkingModel Category=Open-source Reasoning Vision-Language Models2026.03 | 28.5 | — | |
| QwenMethod Category=Base2026.05 | 27.8 | 3.31 | |
| VHMMethod Category=Conventional2026.05 | 27.1 | 8.47 | |
| GeoChatModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 23.5 | — | |
| VHMModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 16 | — | |
| GeoChatMethod Category=Conventional2026.05 | 16 | 8.17 | |
| Kimi-VL-ThinkingModel Category=Open-source Reasoning Vision-Language Models2026.03 | 15.5 | — | |
| EarthDialMethod Category=Conventional2026.05 | 10.4 | 8.83 |