Remote Sensing Classification on fMoW
56.56Top-1 AccuracyLHRS-Bot
Evaluation results
| Method | Links | |
|---|---|---|
| LHRS-BotLLM=LLaMA-2-7B2025.12 | 56.56 | |
| MF-RSVLMLLM=Vicuna-1.5-7B2025.12 | 52.35 | |
| EarthDialLLM=Phi-3-mini2025.12 | 49.3 | |
| MiniCPM-V-2.6LLM=Qwen2-7B2025.12 | 22.25 | |
| Qwen2.5-VLLLM=Qwen2.5-7B2025.12 | 20.1 | |
| GeoChatLLM=Vicuna-1.5-7B2025.12 | 19.95 | |
| InternVL2.5LLM=InternLM-2.52025.12 | 19.55 | |
| InternVL3.5LLM=InternVL3.52025.12 | 19.15 | |
| mPLUG-OWL2LLM=LLaMA-2-7B2025.12 | 17.85 | |
| Phi-3.5-VisionLLM=Phi-3.52025.12 | 13.05 | |
| LLaVA-1.5LLM=Vicuna-1.5-7B2025.12 | 11.43 | |
| InternLM-XComposeLLM=InternLM-7B2025.12 | 11.28 | |
| Qwen-VLLLM=Qwen-7B2025.12 | 6.89 | |
| InstructBLIPLLM=Vicuna-7B2025.12 | 6.71 | |
| MiniGPTv2LLM=LLaMA-2-7B2025.12 | 5.2 |