Visual Question Answering on LRS-VQA
27.71AccuracyGeoVista
Evaluation Results
| Method | Links | |
|---|---|---|
| GeoVistaCategory=Zoom-In Method2026.05 | 27.71 | |
| GPT-4oCategory=Closed-source MLLMs2026.05 | 27.58 | |
| GeoEyesCategory=Zoom-In Remote Sensing MLLMs2026.05 | 27.53 | |
| GLM-4V-9BCategory=Open-source MLLMs2026.05 | 26.86 | |
| InternVL3.5-8BCategory=Large-Format MLLMs2026.05 | 26.77 | |
| Claude-Sonnet-4.5Category=Closed-source MLLMs2026.05 | 26.31 | |
| ZoomSearchCategory=Remote Sensing MLLMs2026.05 | 26.29 | |
| DeepSeek-VL2-smallCategory=Open-source MLLMs2026.05 | 26.28 | |
| Coarse-to-fineCategory=Remote Sensing MLLMs2026.05 | 25.33 | |
| LLaVA1.5-7BCategory=Open-source MLLMs2026.05 | 24.62 | |
| LLaVA-UHD-v3Category=Open-source MLLMs2026.05 | 23.58 | |
| Qwen2.5-VL-7BCategory=Large-Format MLLMs2026.05 | 22.92 | |
| GeoLLaVA-8KCategory=Remote Sensing MLLMs2026.05 | 21.87 | |
| Qwen-AgentCategory=Zoom-In Method2026.05 | 21.64 | |
| Gemini-3-flashCategory=Closed-source MLLMs2026.05 | 21.08 | |
| ZoomEarthCategory=Zoom-In Remote Sensing MLLMs2026.05 | 19.89 | |
| RS-EoTCategory=Zoom-In Remote Sensing MLLMs2026.05 | 18.26 | |
| EarthDialCategory=Remote Sensing MLLMs2026.05 | 18.16 | |
| VHMCategory=Remote Sensing MLLMs2026.05 | 16.49 | |
| GeoChatCategory=Remote Sensing MLLMs2026.05 | 13.72 |