EarthNet2021 Challenge - Leaderboard

Main (IID)

Rank Model Name Group Name MAD OLS EMD SSIM EarthNetScore
1 Channel-U-Net Baseline EN-Team 0.2482 0.3381 0.2336 0.3973 0.2902
2 Arcon Baseline EN-Team 0.2414 0.3216 0.2258 0.3863 0.2803
3 Persistence Baseline EN-Team 0.2315 0.3239 0.2099 0.3265 0.2625
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Robustness (OOD)

Rank Model Name Group Name MAD OLS EMD SSIM EarthNetScore
1 Channel-U-Net Baseline EN-Team 0.2402 0.3390 0.2371 0.3721 0.2854
2 Arcon Baseline EN-Team 0.2314 0.3088 0.2177 0.3432 0.2655
3 Persistence Baseline EN-Team 0.2248 0.3236 0.2123 0.3112 0.2587
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6              

Extreme Summer

Rank Model Name Group Name MAD OLS EMD SSIM EarthNetScore
1 Channel-U-Net Baseline EN-Team 0.2286 0.2973 0.2065 0.2306 0.2364
2 Arcon Baseline EN-Team 0.2243 0.2753 0.1975 0.2084 0.2215
3 Persistence Baseline EN-Team 0.2158 0.2806 0.1614 0.1605 0.1939
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Seasonal Cycle

Rank Model Name Group Name MAD OLS EMD SSIM EarthNetScore
1 Persistence Baseline EN-Team 0.2329 0.3848 0.2034 0.3184 0.2676
2 Channel-U-Net Baseline EN-Team 0.2169 0.3811 0.1903 0.1255 0.1955
3 Arcon Baseline EN-Team 0.2014 0.3788 0.1787 0.0834 0.1587
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6