Solving partial differential equations
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
542,882Total Parameters
5
Jul 7, 2026
1,717,188Total Parameters
5
Jul 7, 2026
543,460Total Parameters
5
Jul 7, 2026
3.35Wall-clock Time (CPU)
5
May 22, 2026
6.91Wall-clock Time (CPU)
5
May 22, 2026
19.32Wall-clock Time (CPU)
5
May 22, 2026
2Relative L2 Error
5
May 13, 2026
982Memory (MB)
5
Mar 26, 2026
74.04Percentage Improvement
4
Jun 19, 2026
40.81Percentage Improvement
4
Jun 19, 2026
54.34Percentage Improvement
4
Jun 19, 2026
-0.11Percentage Improvement
4
Jun 19, 2026
0.791L2 Abs Error
4
Jun 2, 2026
1.755L2 Absolute Error
4
Jun 2, 2026
0.073L2 Absolute Error
4
Jun 2, 2026
0.761L2 Absolute Error
4
Jun 2, 2026
0L2 Error
4
Jun 1, 2026
0Loss
4
Jun 1, 2026
1Relative L2 Error
4
May 13, 2026
0.96L2 Error
4
Mar 26, 2026
12.05Percentage Improvement
3
Jun 19, 2026
4.74Percentage Improvement
3
Jun 19, 2026
-0.53Percentage Improvement
3
Jun 19, 2026
-3.26Percentage Improvement
3
Jun 19, 2026
34.32Percentage Improvement
3
Jun 19, 2026