Long-term time-series forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
2.414MSE
13
Mar 26, 2026
7.641MSE
13
Mar 26, 2026
0.347MSE
12
Jun 16, 2026
0.31MSE
12
Apr 1, 2026
26.8NMAE
12
Mar 26, 2026
0.268MSE
12
Feb 26, 2026
0.353MSE
12
Feb 26, 2026
0.223MSE
10
May 26, 2026
0.388MSE
10
May 26, 2026
0.159MSE
10
May 26, 2026
0.329MSE
10
May 26, 2026
0.546MSE
10
May 21, 2026
0.44MSE
10
May 19, 2026
0.435MSE
9
Apr 28, 2026
0.423MSE
9
Apr 28, 2026
1,206.149MSE
9
Apr 28, 2026
940.284MSE
9
Apr 28, 2026
940.284O3 MSE (bthsa)
9
Apr 28, 2026
0.441MSE
9
Apr 21, 2026
0.158MSE
9
Apr 21, 2026
0.401MSE
9
Apr 21, 2026
0.208MSE
8
Jun 26, 2026
0.004FLOPs (GB)
8
May 15, 2026
0.228MSE
8
Mar 17, 2026
123.8Max Mem (MB)
8
Feb 26, 2026