Fire Infrared Video Generation on Single-region wildfire dataset (test)
24.5PSNRVDT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VDTModel Category=Generative Model2025.12 | 24.5 | 0.64 | 0.21 | 84.47 | |
| STDiffModel Category=Generative Model2025.12 | 24.48 | 0.67 | 0.25 | 71.54 | |
| PhysFire-WMModel Category=Ours2025.12 | 23.62 | 0.8 | 0.09 | 0.001 | |
| MCVDModel Category=Generative Model2025.12 | 23.17 | 0.61 | 0.26 | 98.16 | |
| DynamiCrafterModel Category=Generative Model2025.12 | 23.04 | 0.73 | 0.21 | 37.51 | |
| Wan2.1-VACE-1.3BModel Category=World Foundation Model2025.12 | 22.76 | 0.74 | 0.12 | 0.01 | |
| CogVideoXModel Category=World Foundation Model2025.12 | 22.05 | 0.75 | 0.14 | 0.08 |