Object Counting on HRRSD
85.5AccuracyRSThinker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RSThinkerMethod Category=Conventional2026.05 | 85.5 | 0.2 | |
| GeoSolver2026.03 | 84.13 | — | |
| GeoXQMethod Category=Self-play, Base VLM=Qwen2026.05 | 63.1 | 0.72 | |
| VHMMethod Category=Conventional2026.05 | 62.5 | 0.79 | |
| EarthDialPublication=CVPR’252026.04 | 61.5 | — | |
| EarthDialModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 61.45 | — | |
| QwenMethod Category=Base2026.05 | 60.5 | 0.73 | |
| EarthDialMethod Category=Conventional2026.05 | 59.6 | 0.87 | |
| GLM-4.1V-ThinkingModel Category=Open-source Reasoning Vision-Language Models2026.03 | 58.96 | — | |
| SkySenseGPTModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 58.73 | — | |
| ChatGPT-5Model Category=Closed-source Commercial Vision-Language Models2026.03 | 58.5 | — | |
| RemoteAgentPublication=-2026.04 | 58 | — | |
| SkyMoEPublication=arXiv’252026.04 | 57.8 | — | |
| RS-EoTModel Category=Open-source Reasoning Vision-Language Models2026.03 | 57.62 | — | |
| GeoChatPublication=CVPR’242026.04 | 57.6 | — | |
| LLaVAMethod Category=Base2026.05 | 55.6 | 1.03 | |
| GeoXLMethod Category=Self-play, Base VLM=LLaVA2026.05 | 55 | 1 | |
| Gemini-2.0-flashModel Category=Closed-source Commercial Vision-Language Models2026.03 | 54.65 | — | |
| RSUniVLMPublication=arXiv’242026.04 | 54.2 | — | |
| GeoChatMethod Category=Conventional2026.05 | 52.4 | 1.5 | |
| Claude-sonnet-4Model Category=Closed-source Commercial Vision-Language Models2026.03 | 50.11 | — | |
| VHMModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 46.71 | — | |
| VHMPublication=AAAI’252026.04 | 46.7 | — | |
| Kimi-VL-ThinkingModel Category=Open-source Reasoning Vision-Language Models2026.03 | 46.26 | — | |
| GeoChatModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 43.22 | — |