Mean Accuracy on 121 benchmarks tasks
94Wins ALDLT-L
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LDLT-LAlg B=Orthogonal, n=1212025.12 | 94 | 27 | 0 | 77.69 | 0.0139 | 1,309 | 0 | 0 | 0 | 0.5599 | |
| LDLT-LAlg B=LDLT-R, n=1212025.12 | 87 | 33 | 1 | 72.31 | 0.0108 | 1,689 | 0 | 0 | 0 | 0.4639 | |
| LDLT-LAlg B=SLL, n=1212025.12 | 86 | 35 | 0 | 71.07 | 0.0111 | 1,503 | 0 | 0 | 0 | 0.5143 | |
| SandwichAlg B=SLL, n=1212025.12 | 83 | 38 | 0 | 68.6 | 0.009 | 1,789 | 0 | 0 | 0 | 0.447 | |
| LDLT-RAlg B=Orthogonal, n=1212025.12 | 71 | 50 | 0 | 58.68 | 0.0025 | 3,138 | 0.15 | 0.57 | 0.87 | 0.1298 | |
| LDLT-RAlg B=SLL, n=1212025.12 | 66 | 54 | 1 | 54.96 | 0.0019 | 3,070 | 0.14 | 0.57 | 0.87 | 0.1338 | |
| OrthogonalAlg B=SLL, n=1212025.12 | 60 | 61 | 0 | 49.59 | -0.0004 | 3,623 | 0.86 | 1 | 1 | 0.0158 | |
| LDLT-LAlg B=Sandwich, n=1212025.12 | 59 | 62 | 0 | 48.76 | -0.0002 | 3,624 | 0.86 | 1 | 1 | 0.0155 | |
| LDLT-RAlg B=Sandwich, n=1212025.12 | 43 | 78 | 0 | 35.54 | -0.0068 | 2,364 | 0.0006 | 0.003 | 0.0072 | 0.3118 | |
| OrthogonalAlg B=Sandwich, n=1212025.12 | 31 | 89 | 1 | 26.03 | -0.0126 | 1,269 | 0 | 0 | 0 | 0.5643 | |
| AOLAlg B=Orthogonal, n=1212025.12 | 27 | 94 | 0 | 22.31 | -0.0265 | 971 | 0 | 0 | 0 | 0.6394 | |
| AOLAlg B=LDLT-R, n=1212025.12 | 25 | 96 | 0 | 20.66 | -0.0313 | 1,013 | 0 | 0 | 0 | 0.6295 | |
| AOLAlg B=SLL, n=1212025.12 | 22 | 99 | 0 | 18.18 | -0.0351 | 806 | 0 | 0 | 0 | 0.6782 | |
| AOLAlg B=Sandwich, n=1212025.12 | 18 | 103 | 0 | 14.88 | -0.0595 | 518 | 0 | 0 | 0 | 0.7459 | |
| AOLAlg B=LDLT-L, n=1212025.12 | 16 | 105 | 0 | 13.22 | -0.0568 | 412 | 0 | 0 | 0 | 0.7708 |