SGConvLSTM

Reported on 8 benchmarks across 2 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

VideoonEarthNet2021 IID Track
EarthNetScore
0.3176
best: 0.3425 (Earthformer)
VideoonEarthNet2021 Seasonal Track
EarthNetScore
0.2162
best: 0.2676 (Persistence Baseline)
VideoonEarthNet2021 OOD Track
EarthNetScore
0.3146
best: 0.3252 (Earthformer)
VideoonEarthNet2021 Extreme Track
EarthNetScore
0.274

Time Series4 results

Video PredictiononEarthNet2021 IID Track
EarthNetScore
0.3176
best: 0.3425 (Earthformer)
Video PredictiononEarthNet2021 Seasonal Track
EarthNetScore
0.2162
best: 0.2676 (Persistence Baseline)
Video PredictiononEarthNet2021 OOD Track
EarthNetScore
0.3146
best: 0.3252 (Earthformer)
Video PredictiononEarthNet2021 Extreme Track
EarthNetScore
0.274