Remote Sensing Visual Question Answering on LRS-VQA
31.21FAIRRADAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RADARbackbone=GeoZero, inference procedure=training-free2026.03 | 31.21 | 33.33 | 34.11 | 32.88 | |
| Qwen3-VL-8B2026.03 | 29.71 | 32.77 | 35.01 | 32.49 | |
| GeoZero2026.03 | 29.53 | 31.26 | 33.96 | 31.58 | |
| GLM-4.6v2026.03 | 27.55 | 27.31 | 29.31 | 28.06 | |
| Qwen3-VL-4B2026.03 | 26.23 | 29.47 | 32.86 | 29.52 | |
| GPT-4o2026.03 | 22.89 | 24.39 | 29.78 | 25.69 | |
| Qwen2.5-VL-7B2026.03 | 22.18 | 27.4 | 26.71 | 25.43 | |
| GeoChat2026.03 | 20.18 | 24.54 | 13.75 | 19.49 | |
| LLaVA-1.5-7B2026.03 | 20.03 | 27.97 | 26.96 | 24.99 | |
| Llama-4-scout2026.03 | 19.72 | 29.19 | 23.73 | 24.21 | |
| Claude-haiku-4-52026.03 | 5.68 | 9.79 | 2.4 | 5.96 |