Future state prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.11CD
28
May 22, 2026
14.29MSE (x10^-2)
10
Feb 26, 2026
0.116Prediction Error (MSE)
10
Feb 26, 2026
0.016MSE
8
Feb 26, 2026
26.8PSNR
6
May 20, 2026
0.294MSE
6
May 8, 2026
0.218MSE
6
May 8, 2026
25.71PSNR
5
Feb 26, 2026
25.07PSNR
4
Feb 26, 2026
1,311Prediction Error (MSE)
3
Feb 26, 2026
0.145Prediction Error (MSE)
3
Feb 26, 2026
1,485Prediction Error (MSE)
3
Feb 26, 2026
12.8MSE (x10^-2)
3
Feb 26, 2026
0.131Prediction Error (MSE)
3
Feb 26, 2026
1,442Prediction Error (MSE)
3
Feb 26, 2026
22.96MSE (Test Set)
3
Feb 26, 2026
200Prediction Horizon
2
Feb 26, 2026
42Prediction Horizon
2
Feb 26, 2026
51Prediction Horizon
2
Feb 26, 2026
99Prediction Horizon
2
Feb 26, 2026
60Prediction Horizon
2
Feb 26, 2026
58MSE
2
Feb 26, 2026
0.03MSE
2
Feb 26, 2026
16Prediction Horizon
1
Feb 26, 2026
16Prediction Horizon
1
Feb 26, 2026