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ResearchFormerly WizWand

Wildfire Pixel Prediction on FireScope-bench OOD 1.0

0.658ROC AUCSegFormer
0.51240.55020.5880.6258Nov 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SegFormerConditioning=+ CoT, Encoder=SegFormer2025.110.65818.4
U-NetConditioning=+ Oracle, Encoder=U-Net2025.110.65518.1
AlphaEarthConditioning=+ Oracle, Encoder=AlphaEarth2025.110.65317.9
AlphaEarthConditioning=+ CoT, Encoder=AlphaEarth2025.110.65317.7
U-NetConditioning=+ CoT, Encoder=U-Net2025.110.65217.8
SegFormerConditioning=Image only, Encoder=SegFormer2025.110.65117.9
SegFormerConditioning=+ Oracle, Encoder=SegFormer2025.110.64217.7
AlphaEarthConditioning=Image only, Encoder=AlphaEarth2025.110.63216.4
AlphaEarthConditioning=+ Climate Data, Encoder=AlphaEarth2025.110.62917.3
U-NetConditioning=Image only, Encoder=U-Net2025.110.58715.9
U-NetConditioning=+ Climate Data, Encoder=U-Net2025.110.55914.5
SegFormerConditioning=+ Climate Data, Encoder=SegFormer2025.110.51813.1