Remote Sensing Scene Classification on AID
96.17AccuracyDomain-adaptive pre-training
Evaluation results
| Method | Links | |
|---|---|---|
| Domain-adaptive pre-training2021.11 | 96.17 | |
| PCNet2021.11 | 95.53 | |
| GLDBS2021.11 | 95.45 | |
| Million-AIDPre-training dataset=Million-AID2021.11 | 95.4 | |
| ResNet50+EANBackbone=ResNet502021.11 | 93.64 | |
| Domain-Aware Reinforcement Fine-TuningBase Model=QwenVL, Fine-tuning Strategy=Reinforcement Fine-Tuning2026.01 | 38.9 | |
| QwenVLBase Model=QwenVL2026.01 | 18.6 | |
| QwenVL + Domain PromptBase Model=QwenVL, Injection Strategy=Domain Prompt2026.01 | 18.5 | |
| QwenVL + Caption(BLIP)Base Model=QwenVL, Injection Strategy=Caption (BLIP)2026.01 | 18.1 | |
| QwenVL + Caption(MLLM)Base Model=QwenVL, Injection Strategy=Caption (MLLM)2026.01 | 15.8 |