Disaster Severity Classification on Synthesized Post-Disaster Street-View Images (test)
73AccuracyGround Truth
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ground Truth2026.03 | 73 | 74 | 77 | 76 | 66 | |
| SD1.5 + ControlNetBackbone=SD1.5, Control=ControlNet2026.03 | 72 | 71 | 91 | 40 | 86 | |
| SD1.5 + ControlNet + VLMBackbone=SD1.5, Control=ControlNet, Guidance=VLM2026.03 | 43 | 43 | 40 | 39 | 50 | |
| Disaster-MoEArchitecture=Mixture-of-Experts2026.03 | 43 | 44 | 41 | 47 | 42 | |
| Pix2Pix2026.03 | 34 | 17 | 100 | 1 | 0 |