Video Prediction on EarthNet2021 IID Track

Metric: EarthNetScore (higher is better)

LeaderboardDataset

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#	Model↕	EarthNetScore▼	Extra Data	Paper	Date↕	Code
1	Earthformer	0.3425	No	Earthformer: Exploring Space-Time Transformers f...	2022-07-12	Code
2	Diaconu ConvLSTM	0.3266	No	-	-	Code
3	SGConvLSTM	0.3176	No	-	-	Code
4	SGEDConvLSTM	0.3164	No	-	-	Code
5	Channel-U-Net Baseline	0.2902	No	EarthNet2021: A large-scale dataset and challeng...	2021-04-16	Code
6	Arcon Baseline	0.2803	No	EarthNet2021: A large-scale dataset and challeng...	2021-04-16	Code
7	Persistence Baseline	0.2625	No	EarthNet2021: A large-scale dataset and challeng...	2021-04-16	Code

#1EarthformerSOTA
0.3425
EarthNetScore· 2022-07-12
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting Code
#2Diaconu ConvLSTM
0.3266
EarthNetScore
No paperCode
#3SGConvLSTM
0.3176
EarthNetScore
No paperCode
#4SGEDConvLSTM
0.3164
EarthNetScore
No paperCode
#5Channel-U-Net BaselineSOTA
0.2902
EarthNetScore· 2021-04-16
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task Code
#6Arcon Baseline
0.2803
EarthNetScore· 2021-04-16
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task Code
#7Persistence Baseline
0.2625
EarthNetScore· 2021-04-16
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task Code