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Solving Linear Systems research benchmarks · SOTA2 Research

Solving Linear Systems

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Randomly generated linear system Problem 3 (a_ii = (-1)^i * n, a_ij = j, b_i = i) 1

40Iteration Count

12

Jun 4, 2026

0Mean Absolute Error (MAE)

10

Jun 30, 2026

Randomly generated linear system Problem 4 (a_ii = -n, a_ij = +/- 4j, b_i = 2n) 1

133Iterations

10

Jun 4, 2026

Randomly generated linear system Problem 1 (a_ii = 3n/4n, a_ij = (-1)^i * j, b_i = i)

400Iterations

8

Jun 4, 2026

Randomly generated linear system Problem 2 (a_ii = -3n/4n, a_ij = j, b_i = i) 1

110Iterations

7

Jun 4, 2026

Test Problem P11 n=200

13Generation Time

2

Jun 5, 2026

Problem P10 n=200 (test)

109Generation Elapsed Time

2

Jun 5, 2026

Problem P9 n=200 (test)

571Generation Elapsed Time

2

Jun 5, 2026

Test Problem P8 n=200

64Generation Time

2

Jun 5, 2026

Test Problem P7 n=200

116Generation Time

2

Jun 5, 2026

Test Problem P6 n=200

13Generation Elapsed Time

2

Jun 5, 2026

Test Problem P5 n=200

8Generation Time

2

Jun 5, 2026

Test Problem P4 n=200

39Generation Time

2

Jun 5, 2026

Test Problem P3 n=200

39Generation Elapsed Time

2

Jun 5, 2026

Test Problem P2 n=200

105Generation Time

2

Jun 5, 2026

Problem P1 n=200 (test)

31Generation Time

2

Jun 5, 2026

Popular datasets

Test Problem Randomly generated linear system matrices Problem P1 Test Problem P4

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