Remote Sensing Image Understanding on RSHR-Bench
43.1AccuracyGeoVista
Evaluation Results
| Method | Links | |
|---|---|---|
| GeoVistaCategory=Zoom-In Method2026.05 | 43.1 | |
| GeoEyesCategory=Zoom-In Remote Sensing MLLMs2026.05 | 39.75 | |
| DeepSeek-VL2-smallCategory=Open-source MLLMs2026.05 | 36.66 | |
| LLaVA-UHD-v3Category=Open-source MLLMs2026.05 | 35.85 | |
| InternVL3.5-8BCategory=Large-Format MLLMs2026.05 | 35.22 | |
| ZoomEarthCategory=Zoom-In Remote Sensing MLLMs2026.05 | 35.16 | |
| GPT-4oCategory=Closed-source MLLMs2026.05 | 32.95 | |
| Claude-Sonnet-4.5Category=Closed-source MLLMs2026.05 | 32.77 | |
| GLM-4V-9BCategory=Open-source MLLMs2026.05 | 32.7 | |
| Qwen2.5-VL-7BCategory=Large-Format MLLMs2026.05 | 32.7 | |
| ZoomSearchCategory=Remote Sensing MLLMs2026.05 | 31.51 | |
| Qwen-AgentCategory=Zoom-In Method2026.05 | 31.2 | |
| RS-EoTCategory=Zoom-In Remote Sensing MLLMs2026.05 | 31.14 | |
| EarthDialCategory=Remote Sensing MLLMs2026.05 | 29.35 | |
| LLaVA1.5-7BCategory=Open-source MLLMs2026.05 | 29.19 | |
| Coarse-to-fineCategory=Remote Sensing MLLMs2026.05 | 26.79 | |
| GeoChatCategory=Remote Sensing MLLMs2026.05 | 26.23 | |
| VHMCategory=Remote Sensing MLLMs2026.05 | 25.98 | |
| GeoLLaVA-8KCategory=Remote Sensing MLLMs2026.05 | 23.32 | |
| Gemini-3-flashCategory=Closed-source MLLMs2026.05 | 15.28 |