Visual Question Answering on FloodNet (test)
83.84OAEarthVLNet
Evaluation results
| Method | Links | |
|---|---|---|
| EarthVLNetSegmentation=true, Parameters=6.9B2026.01 | 83.84 | |
| SOBASegmentation=true, Parameters=19.9M2026.01 | 82.77 | |
| LLaVANeXTSegmentation=false, Parameters=7.2B, Category=Generation-based2026.01 | 81.89 | |
| GoeChatSegmentation=false, Parameters=7.2B, Category=Generation-based2026.01 | 81.37 | |
| InstructBLIPSegmentation=false, Parameters=4.0B, Category=Generation-based2026.01 | 81.22 | |
| BUTDSegmentation=true, Parameters=12.3M, Category=Classification-based2026.01 | 81.14 | |
| MCANSegmentation=true, Parameters=17.7M, Category=Classification-based2026.01 | 80.74 | |
| LXMERTSegmentation=true, Parameters=87.6M, Category=Classification-based2026.01 | 80.69 | |
| ALBEFSegmentation=false, Parameters=290.6M, Category=Generation-based2026.01 | 80.41 | |
| RSVQASegmentation=false, Parameters=34.9M, Category=Classification-based2026.01 | 80.13 | |
| D-VQASegmentation=true, Parameters=17.6M, Category=Classification-based2026.01 | 79.98 | |
| MACSegmentation=false, Parameters=49.9M, Category=Classification-based2026.01 | 79.86 | |
| BANSegmentation=true, Parameters=30.2M, Category=Classification-based2026.01 | 79.84 | |
| SANSegmentation=false, Parameters=37.3M, Category=Classification-based2026.01 | 79.78 | |
| RSIVQASegmentation=false, Parameters=72.5M, Category=Classification-based2026.01 | 79.52 | |
| BLIP-2Segmentation=false, Parameters=3.9B, Category=Generation-based2026.01 | 79.33 |