Operator learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.21Relative Median L1 Test Error
7
Feb 26, 2026
0.154Relative L2 Error
7
Feb 26, 2026
0.067Relative L2 Error
7
Feb 26, 2026
0.152Relative L2 Error
7
Feb 26, 2026
0.006Relative L2 Error
7
Feb 26, 2026
0.018Mean Relative L2 Error
6
Jul 7, 2026
0.005Mean Relative L2 Error
6
Jul 7, 2026
0.004Mean Relative L2 Error
6
Jul 7, 2026
7.39Max GPU Memory Usage (GB)
6
Jul 7, 2026
7.39Max GPU Memory Usage (GB)
6
Jul 7, 2026
6.87Max GPU Memory Usage (GB)
6
Jul 7, 2026
1Relative L2 Error
6
Jun 16, 2026
1Relative L2 Error
6
Jun 16, 2026
1.35Relative L2 Error
6
Apr 2, 2026
297Relative L2 Error (Test)
6
Apr 2, 2026
1.11Relative L2 Error
6
Apr 2, 2026
1.97Relative L2 Error
6
Apr 2, 2026
0.008Relative L2 Error (Test)
6
Jun 5, 2026
0.049Relative L2 Error (EL2)
6
Mar 25, 2026
9.18MAE (All)
6
Feb 26, 2026
0.058Mean Relative L2 Error
5
Jul 7, 2026
0.01Mean Relative L2 Error
5
Jul 7, 2026
0.068Mean Relative L2 Error
5
Jul 7, 2026
0.015Mean Relative L2 Error
5
Jul 7, 2026
12.2Max GPU Memory Usage (GB)
5
Jul 7, 2026