Remote Sensing Visual Grounding on DIOR-RSVG
83.2Pr@0.5GeoSearcher
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GeoSearcher2026.07 | 83.2 | 72.4 | 73.5 | |
| GeoGroundModel Category=RS-Specific MLLM2026.07 | 77.7 | — | — | |
| EarthGPTModel Category=RS-Specific MLLM2026.07 | 76.7 | 66.5 | 69.3 | |
| GeoZeroModel Category=RS Reasoning MLLM2026.07 | 75.7 | — | — | |
| TinyRS-R1Model Category=RS Reasoning MLLM2026.07 | 74.9 | — | — | |
| RSGround-R1Model Category=RS Reasoning MLLM2026.07 | 71.8 | 58.7 | 63.4 | |
| InternVL3.5-8BModel Category=General MLLM2026.07 | 64.9 | 50.5 | 56.9 | |
| VHMModel Category=RS-Specific MLLM2026.07 | 56.2 | 36 | 50.3 | |
| Qwen3.5-4BModel Category=General MLLM2026.07 | 53.1 | 39.4 | 49 | |
| Qwen3VL-4BModel Category=General MLLM2026.07 | 50.7 | 37.4 | 47.4 | |
| GLM-4.1V-9B-ThinkingModel Category=General MLLM2026.07 | 47.7 | 33.6 | 45.3 | |
| EarthDialModel Category=RS-Specific MLLM2026.07 | 46.1 | 30.2 | 39.5 | |
| Geo-R1Model Category=RS Reasoning MLLM2026.07 | 40.6 | — | — | |
| Qwen2.5VL-3BModel Category=General MLLM2026.07 | 33.7 | 20.4 | 33.5 | |
| MiniGPT-v2-7BModel Category=General MLLM2026.07 | 30.3 | 11.5 | 30.1 | |
| ChatGPT-5Model Category=General MLLM2026.07 | 27.2 | 4.2 | 29.6 | |
| SkysenseGPTModel Category=RS-Specific MLLM2026.07 | 22.9 | 5.5 | 27.8 | |
| GeochatModel Category=RS-Specific MLLM2026.07 | 19.7 | — | — |