| LP/NLP.0 | RLP/NLP-ℒ₁.0 | RLP/NLP-ℒ₁/ℓ₂².0 | RLP/NLP-ℒ₂.0 | RLP/NLP-ℓ₁.0 | RLP/NLP-ℓ₂².0 | RLP/NLP-ℓ∞.0 | RLP/NLP-∇²ℒ.0 | virt. best | virt. worst | |
|---|---|---|---|---|---|---|---|---|---|---|
| batch | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| batch0812 | 3.0 | 7.0 | 7.0 | 7.0 | 4.0 | 4.0 | 4.0 | 4.0 | 3.0 | 7.0 |
| batchdes | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| cvxnonsep_normcon20 | 239.0 | 35.0 | 73.0 | 47.0 | 71.0 | 77.0 | 37.0 | 60.0 | 35.0 | 239.0 |
| cvxnonsep_normcon20r | 3.0 | 4.0 | 5.0 | 4.0 | 6.0 | 5.0 | 5.0 | 4.0 | 3.0 | 6.0 |
| cvxnonsep_normcon30 | 1029.0 | 5.0 | 4.0 | 3.0 | 173.0 | 3.0 | 161.0 | 62.0 | 3.0 | 1029.0 |
| cvxnonsep_normcon30r | 7.0 | 3.0 | 6.0 | 9.0 | 7.0 | 6.0 | 4.0 | 7.0 | 3.0 | 9.0 |
| cvxnonsep_normcon40 | 2934.0 | 2.0 | 21.0 | 2.0 | 279.0 | 240.0 | 3.0 | 3.0 | 2.0 | 2934.0 |
| cvxnonsep_normcon40r | 3.0 | 3.0 | 2.0 | 4.0 | 3.0 | 2.0 | 2.0 | 4.0 | 2.0 | 4.0 |
| cvxnonsep_nsig20 | 169.0 | 117.0 | 45.0 | 59.0 | 60.0 | 58.0 | 66.0 | 50.0 | 45.0 | 169.0 |
| cvxnonsep_nsig20r | 10.0 | 3.0 | 1.0 | 4.0 | 4.0 | 1.0 | 1.0 | 4.0 | 1.0 | 10.0 |
| cvxnonsep_nsig30 | 873.0 | 217.0 | 211.0 | 233.0 | 386.0 | 295.0 | 266.0 | 221.0 | 211.0 | 873.0 |
| cvxnonsep_nsig30r | 6.0 | 5.0 | 3.0 | 3.0 | 3.0 | 3.0 | 5.0 | 3.0 | 3.0 | 6.0 |
| cvxnonsep_nsig40 | 1790.0 | 3.0 | 86.0 | 66.0 | 145.0 | 222.0 | 39.0 | 71.0 | 3.0 | 1790.0 |
| cvxnonsep_nsig40r | 7.0 | 6.0 | 5.0 | 3.0 | 4.0 | 1.0 | 3.0 | 4.0 | 1.0 | 7.0 |
| cvxnonsep_pcon20 | 152.0 | 89.0 | 89.0 | 99.0 | 99.0 | 89.0 | 87.0 | 99.0 | 87.0 | 152.0 |
| cvxnonsep_pcon20r | 8.0 | 4.0 | 3.0 | 3.0 | 3.0 | 3.0 | 4.0 | 3.0 | 3.0 | 8.0 |
| cvxnonsep_pcon30 | 359.0 | 185.0 | 152.0 | 170.0 | 175.0 | 173.0 | 170.0 | 170.0 | 152.0 | 359.0 |
| cvxnonsep_pcon30r | 8.0 | 5.0 | 5.0 | 6.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 8.0 |
| cvxnonsep_pcon40 | - | 463.0 | 49.0 | 72.0 | 252.0 | 49.0 | 403.0 | 72.0 | 49.0 | - |
| cvxnonsep_pcon40r | 13.0 | 7.0 | 7.0 | 6.0 | 4.0 | 7.0 | 9.0 | 7.0 | 4.0 | 13.0 |
| cvxnonsep_psig20 | 273.0 | 81.0 | 21.0 | 53.0 | 32.0 | 53.0 | 57.0 | 42.0 | 21.0 | 273.0 |
| cvxnonsep_psig20r | 7.0 | 6.0 | 1.0 | 5.0 | 4.0 | 1.0 | 5.0 | 4.0 | 1.0 | 7.0 |
| cvxnonsep_psig30 | 646.0 | 345.0 | 181.0 | 152.0 | 179.0 | 165.0 | 187.0 | 164.0 | 152.0 | 646.0 |
| cvxnonsep_psig30r | 5.0 | 4.0 | 2.0 | 1.0 | 3.0 | 1.0 | 4.0 | 3.0 | 1.0 | 5.0 |
| cvxnonsep_psig40 | 857.0 | 2.0 | 2.0 | 3.0 | 166.0 | 173.0 | 202.0 | 3.0 | 2.0 | 857.0 |
| cvxnonsep_psig40r | 4.0 | 3.0 | 1.0 | 1.0 | 3.0 | 3.0 | 3.0 | 3.0 | 1.0 | 4.0 |
| du-opt | 108.0 | 93.0 | 67.0 | 26.0 | 80.0 | - | 72.0 | 45.0 | 26.0 | - |
| du-opt5 | 36.0 | 15.0 | 17.0 | 20.0 | 24.0 | 22.0 | 25.0 | 20.0 | 15.0 | 36.0 |
| ex1223 | 4.0 | 3.0 | 3.0 | 6.0 | 4.0 | 4.0 | 3.0 | 5.0 | 3.0 | 6.0 |
| ex1223a | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| ex1223b | 4.0 | 3.0 | 3.0 | 6.0 | 2.0 | 2.0 | 4.0 | 5.0 | 2.0 | 6.0 |
| fac1 | 3.0 | 4.0 | 4.0 | 2.0 | 5.0 | 4.0 | 4.0 | 4.0 | 2.0 | 5.0 |
| fac2 | 8.0 | 5.0 | 5.0 | 6.0 | 7.0 | 7.0 | 8.0 | 6.0 | 5.0 | 8.0 |
| fac3 | 10.0 | 8.0 | 8.0 | 7.0 | 9.0 | 8.0 | 8.0 | 8.0 | 7.0 | 10.0 |
| jit1 | 7.0 | 2.0 | 2.0 | 2.0 | 7.0 | 7.0 | 8.0 | 7.0 | 2.0 | 8.0 |
| p_ball_10b_5p_2d_h | 44.0 | 15.0 | 17.0 | 14.0 | 10.0 | 13.0 | 8.0 | 12.0 | 8.0 | 44.0 |
| p_ball_10b_5p_3d_h | - | 16.0 | 28.0 | 13.0 | 12.0 | 9.0 | 12.0 | 17.0 | 9.0 | - |
| p_ball_10b_5p_4d_h | 105.0 | 19.0 | 31.0 | 39.0 | 29.0 | 19.0 | 26.0 | - | 19.0 | - |
| p_ball_10b_7p_3d_h | 101.0 | 53.0 | 33.0 | 39.0 | 44.0 | 38.0 | 59.0 | 45.0 | 33.0 | 101.0 |
| p_ball_20b_5p_3d_h | - | - | - | 25.0 | 51.0 | - | 28.0 | - | 25.0 | - |
| pedigree_ex485_2 | 329.0 | 60.0 | 105.0 | 55.0 | 152.0 | 157.0 | 230.0 | 106.0 | 55.0 | 329.0 |
| portfol_buyin | 8.0 | - | - | - | 2.0 | 2.0 | - | 1.0 | 1.0 | - |
| portfol_card | 6.0 | - | 4.0 | - | 3.0 | 4.0 | 3.0 | 4.0 | 3.0 | - |
| smallinvDAXr1b010-011 | 49.0 | 4.0 | 5.0 | 8.0 | 5.0 | 5.0 | 6.0 | 8.0 | 4.0 | 49.0 |
| smallinvDAXr1b020-022 | 85.0 | 9.0 | 12.0 | 3.0 | 16.0 | 12.0 | 20.0 | 18.0 | 3.0 | 85.0 |
| smallinvDAXr1b050-055 | 100.0 | 5.0 | 16.0 | 5.0 | 20.0 | 19.0 | 19.0 | 16.0 | 5.0 | 100.0 |
| smallinvDAXr1b100-110 | 115.0 | 7.0 | 20.0 | 13.0 | 15.0 | 20.0 | 25.0 | 22.0 | 7.0 | 115.0 |
| smallinvDAXr1b150-165 | 119.0 | 15.0 | 29.0 | 20.0 | 36.0 | 27.0 | 36.0 | 26.0 | 15.0 | 119.0 |
| smallinvDAXr1b200-220 | 68.0 | 4.0 | 16.0 | 6.0 | 31.0 | 17.0 | 28.0 | 25.0 | 4.0 | 68.0 |
| smallinvDAXr2b010-011 | 49.0 | 8.0 | 9.0 | 9.0 | 10.0 | 9.0 | 4.0 | 9.0 | 4.0 | 49.0 |
| smallinvDAXr2b020-022 | 82.0 | 3.0 | 12.0 | 3.0 | 14.0 | 13.0 | 17.0 | 17.0 | 3.0 | 82.0 |
| smallinvDAXr2b050-055 | 73.0 | 12.0 | 17.0 | 8.0 | 18.0 | 18.0 | 16.0 | 16.0 | 8.0 | 73.0 |
| smallinvDAXr2b100-110 | 98.0 | 6.0 | 23.0 | 18.0 | 22.0 | 19.0 | 21.0 | 18.0 | 6.0 | 98.0 |
| smallinvDAXr2b150-165 | 161.0 | 11.0 | 29.0 | 22.0 | 42.0 | 24.0 | 36.0 | 28.0 | 11.0 | 161.0 |
| smallinvDAXr2b200-220 | 101.0 | 10.0 | 25.0 | 10.0 | 26.0 | 17.0 | 39.0 | 23.0 | 10.0 | 101.0 |
| smallinvDAXr3b010-011 | 54.0 | 3.0 | 8.0 | 5.0 | 9.0 | 9.0 | 4.0 | 5.0 | 3.0 | 54.0 |
| smallinvDAXr3b020-022 | 87.0 | 3.0 | 15.0 | 5.0 | 14.0 | 14.0 | 15.0 | 20.0 | 3.0 | 87.0 |
| smallinvDAXr3b050-055 | 100.0 | 7.0 | 17.0 | 6.0 | 18.0 | 16.0 | 19.0 | 16.0 | 6.0 | 100.0 |
| smallinvDAXr3b100-110 | 83.0 | 9.0 | 19.0 | 19.0 | 18.0 | 23.0 | 23.0 | 20.0 | 9.0 | 83.0 |
| smallinvDAXr3b150-165 | 123.0 | 11.0 | 35.0 | 17.0 | 34.0 | 24.0 | 25.0 | 29.0 | 11.0 | 123.0 |
| smallinvDAXr3b200-220 | 84.0 | 4.0 | 23.0 | 7.0 | 27.0 | 17.0 | 26.0 | 18.0 | 4.0 | 84.0 |
| smallinvDAXr4b010-011 | 45.0 | 3.0 | 9.0 | 9.0 | 9.0 | 9.0 | 3.0 | 10.0 | 3.0 | 45.0 |
| smallinvDAXr4b020-022 | 85.0 | 3.0 | 12.0 | 4.0 | 15.0 | 12.0 | 14.0 | 15.0 | 3.0 | 85.0 |
| smallinvDAXr4b050-055 | 93.0 | 6.0 | 18.0 | 6.0 | 17.0 | 16.0 | 16.0 | 17.0 | 6.0 | 93.0 |
| smallinvDAXr4b100-110 | 81.0 | 9.0 | 19.0 | 9.0 | 20.0 | 22.0 | 27.0 | 22.0 | 9.0 | 81.0 |
| smallinvDAXr4b150-165 | 95.0 | 11.0 | 41.0 | 20.0 | 38.0 | 33.0 | 30.0 | 28.0 | 11.0 | 95.0 |
| smallinvDAXr4b200-220 | 139.0 | 4.0 | 20.0 | 6.0 | 27.0 | 17.0 | 20.0 | 19.0 | 4.0 | 139.0 |
| smallinvDAXr5b010-011 | 44.0 | 6.0 | 6.0 | 5.0 | 6.0 | 6.0 | 3.0 | 5.0 | 3.0 | 44.0 |
| smallinvDAXr5b020-022 | 60.0 | 4.0 | 15.0 | 5.0 | 18.0 | 16.0 | 18.0 | 17.0 | 4.0 | 60.0 |
| smallinvDAXr5b050-055 | 87.0 | 5.0 | 15.0 | 5.0 | 16.0 | 19.0 | 19.0 | 18.0 | 5.0 | 87.0 |
| smallinvDAXr5b100-110 | 85.0 | 6.0 | 25.0 | 10.0 | 16.0 | 25.0 | 24.0 | 18.0 | 6.0 | 85.0 |
| smallinvDAXr5b150-165 | 144.0 | 13.0 | 30.0 | 24.0 | 33.0 | 28.0 | 33.0 | 23.0 | 13.0 | 144.0 |
| smallinvDAXr5b200-220 | 103.0 | 4.0 | 23.0 | 8.0 | 27.0 | 17.0 | 16.0 | 22.0 | 4.0 | 103.0 |
| smallinvSNPr1b010-011 | 4.0 | 4.0 | 3.0 | 5.0 | 3.0 | 3.0 | 6.0 | 6.0 | 3.0 | 6.0 |
| smallinvSNPr1b020-022 | 8.0 | 9.0 | 9.0 | 6.0 | 8.0 | 9.0 | 8.0 | 7.0 | 6.0 | 9.0 |
| smallinvSNPr1b050-055 | 5.0 | 7.0 | 10.0 | 6.0 | 10.0 | 10.0 | 9.0 | 8.0 | 5.0 | 10.0 |
| smallinvSNPr1b100-110 | 8.0 | 8.0 | 6.0 | 5.0 | 6.0 | 6.0 | 6.0 | 7.0 | 5.0 | 8.0 |
| smallinvSNPr1b150-165 | 17.0 | 9.0 | 6.0 | 6.0 | 6.0 | 9.0 | 11.0 | 9.0 | 6.0 | 17.0 |
| smallinvSNPr1b200-220 | 14.0 | 14.0 | 10.0 | 11.0 | 8.0 | 10.0 | 12.0 | 9.0 | 8.0 | 14.0 |
| smallinvSNPr2b010-011 | 3.0 | 3.0 | 4.0 | 3.0 | 4.0 | 4.0 | 4.0 | 5.0 | 3.0 | 5.0 |
| smallinvSNPr2b020-022 | 7.0 | 4.0 | 5.0 | 7.0 | 4.0 | 5.0 | 7.0 | 5.0 | 4.0 | 7.0 |
| smallinvSNPr2b050-055 | 7.0 | 8.0 | 8.0 | 4.0 | 8.0 | 8.0 | 8.0 | 8.0 | 4.0 | 8.0 |
| smallinvSNPr2b100-110 | 14.0 | 17.0 | 10.0 | 7.0 | 7.0 | 8.0 | 7.0 | 10.0 | 7.0 | 17.0 |
| smallinvSNPr2b150-165 | 11.0 | 11.0 | 8.0 | 10.0 | 10.0 | 10.0 | 10.0 | 12.0 | 8.0 | 12.0 |
| smallinvSNPr2b200-220 | 19.0 | 8.0 | 8.0 | 6.0 | 9.0 | 12.0 | 11.0 | 9.0 | 6.0 | 19.0 |
| smallinvSNPr3b010-011 | 2.0 | 3.0 | 3.0 | 2.0 | 3.0 | 3.0 | 5.0 | 3.0 | 2.0 | 5.0 |
| smallinvSNPr3b020-022 | 3.0 | 3.0 | 3.0 | 3.0 | 4.0 | 3.0 | 3.0 | 3.0 | 3.0 | 4.0 |
| smallinvSNPr3b050-055 | 11.0 | 7.0 | 7.0 | 3.0 | 6.0 | 7.0 | 8.0 | 8.0 | 3.0 | 11.0 |
| smallinvSNPr3b100-110 | 15.0 | 11.0 | 6.0 | 9.0 | 6.0 | 9.0 | 7.0 | 15.0 | 6.0 | 15.0 |
| smallinvSNPr3b150-165 | 12.0 | 11.0 | 11.0 | 10.0 | 10.0 | 11.0 | 9.0 | 9.0 | 9.0 | 12.0 |
| smallinvSNPr3b200-220 | 8.0 | 6.0 | 8.0 | 7.0 | 10.0 | 8.0 | 8.0 | 11.0 | 6.0 | 11.0 |
| smallinvSNPr4b010-011 | 21.0 | 12.0 | 11.0 | 11.0 | 11.0 | 13.0 | 12.0 | 10.0 | 10.0 | 21.0 |
| smallinvSNPr4b020-022 | 4.0 | 4.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 4.0 |
| smallinvSNPr4b050-055 | 10.0 | 7.0 | 9.0 | 10.0 | 9.0 | 9.0 | 7.0 | 9.0 | 7.0 | 10.0 |
| smallinvSNPr4b100-110 | 8.0 | 5.0 | 7.0 | 6.0 | 6.0 | 7.0 | 8.0 | 7.0 | 5.0 | 8.0 |
| smallinvSNPr4b150-165 | 19.0 | 5.0 | 10.0 | 7.0 | 9.0 | 10.0 | 8.0 | 11.0 | 5.0 | 19.0 |
| smallinvSNPr4b200-220 | 6.0 | 4.0 | 4.0 | 3.0 | 4.0 | 4.0 | 4.0 | 4.0 | 3.0 | 6.0 |
| smallinvSNPr5b010-011 | 17.0 | 19.0 | 19.0 | 11.0 | 16.0 | 19.0 | 19.0 | 16.0 | 11.0 | 19.0 |
| smallinvSNPr5b020-022 | 6.0 | 8.0 | 7.0 | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | 5.0 | 8.0 |
| smallinvSNPr5b050-055 | 3.0 | 3.0 | 4.0 | 4.0 | 5.0 | 4.0 | 4.0 | 3.0 | 3.0 | 5.0 |
| smallinvSNPr5b100-110 | 8.0 | 8.0 | 7.0 | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | 5.0 | 8.0 |
| smallinvSNPr5b150-165 | 12.0 | 5.0 | 7.0 | 7.0 | 7.0 | 7.0 | 8.0 | 8.0 | 5.0 | 12.0 |
| smallinvSNPr5b200-220 | 5.0 | 4.0 | 5.0 | 6.0 | 9.0 | 8.0 | 5.0 | 9.0 | 4.0 | 9.0 |
| squfl010-025 | - | - | - | - | 8.0 | 6.0 | - | 5.0 | 5.0 | - |
| squfl010-040 | - | - | - | - | 6.0 | 6.0 | - | 4.0 | 4.0 | - |
| squfl010-080 | - | - | - | 5.0 | 8.0 | 7.0 | - | 6.0 | 5.0 | - |
| squfl015-060 | - | - | - | - | 5.0 | 5.0 | - | 5.0 | 5.0 | - |
| squfl015-080 | - | - | - | 5.0 | 9.0 | 8.0 | - | 6.0 | 5.0 | - |
| squfl020-040 | - | - | - | - | 9.0 | 7.0 | - | 5.0 | 5.0 | - |
| squfl020-050 | - | - | - | - | 11.0 | 10.0 | - | 5.0 | 5.0 | - |
| squfl020-150 | - | - | - | - | - | 6.0 | - | - | 6.0 | - |
| squfl025-025 | - | - | - | - | 6.0 | 8.0 | - | - | 6.0 | - |
| squfl025-030 | - | - | - | - | - | 12.0 | - | 7.0 | 7.0 | - |
| squfl025-040 | - | - | - | - | - | 10.0 | - | 4.0 | 4.0 | - |
| squfl030-100 | - | - | - | 5.0 | 12.0 | 7.0 | - | - | 5.0 | - |
| st_e14 | 4.0 | 3.0 | 3.0 | 6.0 | 4.0 | 4.0 | 3.0 | 5.0 | 3.0 | 6.0 |
| st_miqp4 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| watercontamination0202r | - | - | - | - | - | 3.0 | 3.0 | 3.0 | 3.0 | - |