Scene Classification on NWPU-RESISC45
96.44AccuracyGeoSolver
Evaluation results
| Method | Links | |
|---|---|---|
| GeoSolverModel Category=Ours2026.03 | 96.44 | |
| VHMModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 91.33 | |
| SkySenseGPTModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 83.33 | |
| ChatGPT-5Model Category=Closed-source Commercial Vision-Language Models2026.03 | 82.22 | |
| EarthDialModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 76.67 | |
| RS-EoTModel Category=Open-source Reasoning Vision-Language Models2026.03 | 75.56 | |
| Gemini-2.0-flashModel Category=Closed-source Commercial Vision-Language Models2026.03 | 74.89 | |
| Kimi-VL-ThinkingModel Category=Open-source Reasoning Vision-Language Models2026.03 | 72.22 | |
| GLM-4.1V-ThinkingModel Category=Open-source Reasoning Vision-Language Models2026.03 | 70.09 | |
| Qwen2.5-VLModel Category=Open-source Vision-Language Models2026.03 | 68.89 | |
| Claude-sonnet-4Model Category=Closed-source Commercial Vision-Language Models2026.03 | 58.44 | |
| MiniGPT-v2Model Category=Open-source Vision-Language Models2026.03 | 32.67 |