This page presents the ranking of the different solvers. Solvers are ranked on the number of solved instances. Ties are broken by considering the minimum total solution time.
Solvers which gave a wrong answer in a category are excluded from the ranking in that category.
The Virtual Best Solver (VBS) is a theoretical construction which returns the best answer provided by one of the submitted solver. It corresponds to the 'Best result' column in the bench per bench view of the results. It can be considered as a meta solver which uses a perfect oracle to guess instantaneously which of the submitted solver will be the most efficient to solve the instance. Another way to look at it is to consider this VBS as a solver which would run all other solvers in parallel, bringing together all the solvers strenghs. This VBS is essentially the same notion as State Of The Art (SOTA) solver defined in "Evaluating general purpose automated theorem proving systems", Artificial Intelligence, Volume 131, Issues 1-2, September 2001, Pages 39-54 Geoff Sutcliffe, Christian Suttner. However, SOTA is a more general notion: the VBS can be seen as the least powerful SOTA solver.
Rank | Solver | Version | Number of solved instances | Detail | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|---|
Total number of instances in the category: 263 | ||||||||
Virtual Best Solver (VBS) | 113 | 113 MOPT | 43% | 100% | 7809.17 | 69.11 | ||
1 | SAT4J PB Resolution | 2.2.1 | 113 | 113 MOPT | 43% | 100% | 8465.99 | 74.92 |
2 | PB/CT | 0.1 fixed | 78 | 78 MOPT | 30% | 69% | 3487.97 | 44.72 |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 263 | |||||||
Virtual Best Solver (VBS) | 113 | 43% | 100% | 7809.17 | 69.11 | ||
1 | SAT4J PB Resolution | 2.2.1 | 113 | 43% | 100% | 8465.99 | 74.92 |
2 | PB/CT | 0.1 fixed | 78 | 30% | 69% | 3487.97 | 44.72 |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 263 | |||||||
Virtual Best Solver (VBS) | 0 | 0% | - | 0.00 | - | ||
1 | SAT4J PB Resolution | 2.2.1 | 0 | 0% | - | 0.00 | - |
2 | PB/CT | 0.1 fixed | 0 | 0% | - | 0.00 | - |
Rank | Solver | Version | Number of solved instances | Detail | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|---|
Total number of instances in the category: 536 | ||||||||
Virtual Best Solver (VBS) | 531 | 530 MOPT, 1 UNSAT | 99% | 100% | 35847.31 | 67.51 | ||
1 | SAT4J PB Resolution | 2.2.1 | 446 | 445 MOPT, 1 UNSAT | 83% | 84% | 82870.29 | 185.81 |
2 | pb_cplex | 2010-07-01 | 428 | 428 MOPT | 80% | 81% | 77686.77 | 181.51 |
3 | PB/CT | 0.1 fixed | 375 | 374 MOPT, 1 UNSAT | 70% | 71% | 101088.10 | 269.57 |
4 | wbo | 1.4a | 373 | 372 MOPT, 1 UNSAT | 70% | 70% | 66239.15 | 177.58 |
5 | SCIPclp | SCIP 1.2.1.2 with Clp 1.11.1 (Release Version) as LP solver | 297 | 296 MOPT, 1 UNSAT | 55% | 56% | 23453.56 | 78.97 |
6 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 282 | 281 MOPT, 1 UNSAT | 53% | 53% | 16779.80 | 59.50 |
7 | SCIPspx | SCIP 1.2.1.2 with SoPlex 1.4.2 (CVS Version 30.5.2010) as LP solver | 269 | 268 MOPT, 1 UNSAT | 50% | 51% | 6316.59 | 23.48 |
8 | SCIPnone | SCIP 1.2.1.2 without any LP solver | 146 | 145 MOPT, 1 UNSAT | 27% | 27% | 61282.55 | 419.74 |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 536 | |||||||
Virtual Best Solver (VBS) | 530 | 99% | 100% | 35783.36 | 67.52 | ||
1 | SAT4J PB Resolution | 2.2.1 | 445 | 83% | 84% | 82763.11 | 185.98 |
2 | pb_cplex | 2010-07-01 | 428 | 80% | 81% | 77686.77 | 181.51 |
3 | PB/CT | 0.1 fixed | 374 | 70% | 71% | 100947.93 | 269.91 |
4 | wbo | 1.4a | 372 | 69% | 70% | 65934.50 | 177.24 |
5 | SCIPclp | SCIP 1.2.1.2 with Clp 1.11.1 (Release Version) as LP solver | 296 | 55% | 56% | 23339.24 | 78.85 |
6 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 281 | 52% | 53% | 16715.85 | 59.49 |
7 | SCIPspx | SCIP 1.2.1.2 with SoPlex 1.4.2 (CVS Version 30.5.2010) as LP solver | 268 | 50% | 51% | 6237.33 | 23.27 |
8 | SCIPnone | SCIP 1.2.1.2 without any LP solver | 145 | 27% | 27% | 61172.69 | 421.88 |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 536 | |||||||
Virtual Best Solver (VBS) | 1 | 0% | 100% | 63.95 | 63.95 | ||
1 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 1 | 0% | 100% | 63.95 | 63.95 |
2 | SCIPspx | SCIP 1.2.1.2 with SoPlex 1.4.2 (CVS Version 30.5.2010) as LP solver | 1 | 0% | 100% | 79.26 | 79.26 |
3 | SAT4J PB Resolution | 2.2.1 | 1 | 0% | 100% | 107.18 | 107.18 |
4 | SCIPnone | SCIP 1.2.1.2 without any LP solver | 1 | 0% | 100% | 109.86 | 109.86 |
5 | SCIPclp | SCIP 1.2.1.2 with Clp 1.11.1 (Release Version) as LP solver | 1 | 0% | 100% | 114.31 | 114.31 |
6 | PB/CT | 0.1 fixed | 1 | 0% | 100% | 140.17 | 140.17 |
7 | wbo | 1.4a | 1 | 0% | 100% | 304.65 | 304.65 |
8 | pb_cplex | 2010-07-01 | 0 | 0% | 0% | 0.00 | - |
Rank | Solver | Version | Number of solved instances | Detail | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|---|
Total number of instances in the category: 46 | ||||||||
Virtual Best Solver (VBS) | 33 | 33 MOPT | 72% | 100% | 5194.34 | 157.40 | ||
1 | SAT4J PB Resolution | 2.2.1 | 33 | 33 MOPT | 72% | 100% | 5194.34 | 157.40 |
2 | PB/CT | 0.1 | 0 | 0% | 0% | 0.00 | - | |
3 | PB/CT | 0.1 fixed | 0 | 0% | 0% | 0.00 | - | |
4 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 0 | 0% | 0% | 0.00 | - |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 46 | |||||||
Virtual Best Solver (VBS) | 33 | 72% | 100% | 5194.34 | 157.40 | ||
1 | SAT4J PB Resolution | 2.2.1 | 33 | 72% | 100% | 5194.34 | 157.40 |
2 | PB/CT | 0.1 | 0 | 0% | 0% | 0.00 | - |
3 | PB/CT | 0.1 fixed | 0 | 0% | 0% | 0.00 | - |
4 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 0 | 0% | 0% | 0.00 | - |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 46 | |||||||
Virtual Best Solver (VBS) | 0 | 0% | - | 0.00 | - | ||
1 | PB/CT | 0.1 | 0 | 0% | - | 0.00 | - |
2 | SAT4J PB Resolution | 2.2.1 | 0 | 0% | - | 0.00 | - |
3 | PB/CT | 0.1 fixed | 0 | 0% | - | 0.00 | - |
4 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 0 | 0% | - | 0.00 | - |
Rank | Solver | Version | Number of solved instances | Detail | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|---|
Total number of instances in the category: 201 | ||||||||
Virtual Best Solver (VBS) | 201 | 201 MOPT | 100% | 100% | 15821.15 | 78.71 | ||
1 | wbo | 1.4a | 161 | 161 MOPT | 80% | 80% | 25985.26 | 161.40 |
2 | pb_cplex | 2010-07-01 | 160 | 160 MOPT | 80% | 80% | 34467.56 | 215.42 |
3 | SAT4J PB Resolution | 2.2.1 | 160 | 160 MOPT | 80% | 80% | 39929.75 | 249.56 |
4 | PB/CT | 0.1 fixed | 138 | 138 MOPT | 69% | 69% | 56779.52 | 411.45 |
5 | SCIPclp | SCIP 1.2.1.2 with Clp 1.11.1 (Release Version) as LP solver | 113 | 113 MOPT | 56% | 56% | 1483.42 | 13.13 |
6 | SCIPspx | SCIP 1.2.1.2 with SoPlex 1.4.2 (CVS Version 30.5.2010) as LP solver | 113 | 113 MOPT | 56% | 56% | 2387.60 | 21.13 |
7 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 113 | 113 MOPT | 56% | 56% | 4635.25 | 41.02 |
8 | SCIPnone | SCIP 1.2.1.2 without any LP solver | 22 | 22 MOPT | 11% | 11% | 18954.85 | 861.58 |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 201 | |||||||
Virtual Best Solver (VBS) | 201 | 100% | 100% | 15821.15 | 78.71 | ||
1 | wbo | 1.4a | 161 | 80% | 80% | 25985.26 | 161.40 |
2 | pb_cplex | 2010-07-01 | 160 | 80% | 80% | 34467.56 | 215.42 |
3 | SAT4J PB Resolution | 2.2.1 | 160 | 80% | 80% | 39929.75 | 249.56 |
4 | PB/CT | 0.1 fixed | 138 | 69% | 69% | 56779.52 | 411.45 |
5 | SCIPclp | SCIP 1.2.1.2 with Clp 1.11.1 (Release Version) as LP solver | 113 | 56% | 56% | 1483.42 | 13.13 |
6 | SCIPspx | SCIP 1.2.1.2 with SoPlex 1.4.2 (CVS Version 30.5.2010) as LP solver | 113 | 56% | 56% | 2387.60 | 21.13 |
7 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 113 | 56% | 56% | 4635.25 | 41.02 |
8 | SCIPnone | SCIP 1.2.1.2 without any LP solver | 22 | 11% | 11% | 18954.85 | 861.58 |
Rank | Solver | Version | Number of solved instances | % of all instances | % of VBS | Cumulated CPU time on solved instances | Average CPU time per solved instance |
---|---|---|---|---|---|---|---|
Total number of instances in the category: 201 | |||||||
Virtual Best Solver (VBS) | 0 | 0% | - | 0.00 | - | ||
1 | wbo | 1.4a | 0 | 0% | - | 0.00 | - |
2 | SCIPspx | SCIP 1.2.1.2 with SoPlex 1.4.2 (CVS Version 30.5.2010) as LP solver | 0 | 0% | - | 0.00 | - |
3 | SCIPclp | SCIP 1.2.1.2 with Clp 1.11.1 (Release Version) as LP solver | 0 | 0% | - | 0.00 | - |
4 | SCIPnone | SCIP 1.2.1.2 without any LP solver | 0 | 0% | - | 0.00 | - |
5 | pb_cplex | 2010-07-01 | 0 | 0% | - | 0.00 | - |
6 | SAT4J PB Resolution | 2.2.1 | 0 | 0% | - | 0.00 | - |
7 | PB/CT | 0.1 fixed | 0 | 0% | - | 0.00 | - |
8 | SCIPclp | SCIP 1.2.1.3 with Clp 1.11.1 (Release Version) as LP solver | 0 | 0% | - | 0.00 | - |