Visual Question Answering on RSVQA (test)
86.21Overall AccuracyEarthVLNet
Evaluation results
| Method | Links | |
|---|---|---|
| EarthVLNetSegmentation=true, Parameters=6.9B2026.01 | 86.21 | |
| SOBASegmentation=true, Parameters=19.9M2026.01 | 85.81 | |
| BUTDSegmentation=true, Parameters=12.3M, Category=Classification-based2026.01 | 85.59 | |
| LXMERTSegmentation=true, Parameters=87.6M, Category=Classification-based2026.01 | 85.44 | |
| MCANSegmentation=true, Parameters=17.7M, Category=Classification-based2026.01 | 85.29 | |
| GoeChatSegmentation=false, Parameters=7.2B, Category=Generation-based2026.01 | 85.28 | |
| LLaVANeXTSegmentation=false, Parameters=7.2B, Category=Generation-based2026.01 | 85.25 | |
| BANSegmentation=true, Parameters=30.2M, Category=Classification-based2026.01 | 85.15 | |
| InstructBLIPSegmentation=false, Parameters=4.0B, Category=Generation-based2026.01 | 84.8 | |
| D-VQASegmentation=true, Parameters=17.6M, Category=Classification-based2026.01 | 84.21 | |
| MACSegmentation=false, Parameters=49.9M, Category=Classification-based2026.01 | 84.11 | |
| SANSegmentation=false, Parameters=37.3M, Category=Classification-based2026.01 | 83.96 | |
| ALBEFSegmentation=false, Parameters=290.6M, Category=Generation-based2026.01 | 83.57 | |
| RSVQASegmentation=false, Parameters=34.9M, Category=Classification-based2026.01 | 83.19 | |
| BLIP-2Segmentation=false, Parameters=3.9B, Category=Generation-based2026.01 | 82.94 | |
| RSIVQASegmentation=false, Parameters=72.5M, Category=Classification-based2026.01 | 77.9 |