Remote Sensing Classification on WHU-RS19
95.8Top-1 AccuracyVHM
Evaluation results
| Method | Links | |
|---|---|---|
| VHMLLM=Vicuna-1.5-7B2025.12 | 95.8 | |
| EarthDialLLM=Phi-3-mini2025.12 | 95.8 | |
| LHRS-BotLLM=LLaMA-2-7B2025.12 | 93.17 | |
| MF-RSVLMLLM=Vicuna-1.5-7B2025.12 | 93.1 | |
| InternVL3.5LLM=InternVL3.52025.12 | 91.5 | |
| GeoChatLLM=Vicuna-1.5-7B2025.12 | 84.8 | |
| InternVL2.5LLM=InternLM-2.52025.12 | 80.3 | |
| MiniCPM-V-2.6LLM=Qwen2-7B2025.12 | 79.5 | |
| Qwen2.5-VLLLM=Qwen2.5-7B2025.12 | 76.6 | |
| InternLM-XComposeLLM=InternLM-7B2025.12 | 72.89 | |
| mPLUG-OWL2LLM=LLaMA-2-7B2025.12 | 72.66 | |
| Qwen-VLLLM=Qwen-7B2025.12 | 72.25 | |
| Phi-3.5-VisionLLM=Phi-3.52025.12 | 68.9 | |
| MiniGPTv2LLM=LLaMA-2-7B2025.12 | 64.8 | |
| LLaVA-1.5LLM=Vicuna-1.5-7B2025.12 | 54.55 | |
| InstructBLIPLLM=Vicuna-7B2025.12 | 36.76 |