Visual Grounding on RSVG
37.16Accuracy @ 0.5 IoUGeoZero
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GeoZero2025.11 | 37.16 | — | |
| GeoSolver2026.03 | 27.43 | 27.43 | |
| GeoGround2025.11 | 26.65 | — | |
| Qwen3-VL-8B-Instruct2025.11 | 26.41 | — | |
| GLM-4.1V-ThinkingModel Category=Open-source Reasoning Vision-Language Models2026.03 | 19.35 | 19.35 | |
| GeoChat2025.11 | 14.67 | — | |
| RS-EoTModel Category=Open-source Reasoning Vision-Language Models2026.03 | 11.79 | 11.79 | |
| EarthDialModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 7.18 | 7.18 | |
| VHMModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 5.8 | 5.8 | |
| SkySenseGPTModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 4.57 | 4.57 | |
| Claude-sonnet-4Model Category=Closed-source Commercial Vision-Language Models2026.03 | 2.53 | 2.53 | |
| Gemini-2.0-flashModel Category=Closed-source Commercial Vision-Language Models2026.03 | 1.75 | 1.75 | |
| ChatGPT-5Model Category=Closed-source Commercial Vision-Language Models2026.03 | 1.49 | 1.49 | |
| GeoChatModel Category=Open-source Remote Sensing Vision-Language Models2026.03 | 0.13 | 0.13 |