| OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst | |
|---|---|---|---|---|---|---|---|---|---|---|
| batch | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 |
| batch0812 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| batchdes | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 | 2.0 |
| cvxnonsep_normcon20 | 426.0 | 125.0 | 62.0 | 67.0 | 65.0 | 64.0 | 103.0 | 64.0 | 62.0 | 426.0 |
| cvxnonsep_normcon20r | 4.0 | 5.0 | 7.0 | 9.0 | 7.0 | 7.0 | 7.0 | 9.0 | 4.0 | 9.0 |
| cvxnonsep_normcon30 | 1020.0 | 580.0 | 333.0 | 332.0 | 319.0 | 339.0 | 533.0 | 363.0 | 319.0 | 1020.0 |
| cvxnonsep_normcon30r | 5.0 | 4.0 | 11.0 | 12.0 | 11.0 | 11.0 | 10.0 | 11.0 | 4.0 | 12.0 |
| cvxnonsep_normcon40 | - | 418.0 | 346.0 | 355.0 | 430.0 | 380.0 | 743.0 | 390.0 | 346.0 | - |
| cvxnonsep_normcon40r | 5.0 | 14.0 | 9.0 | 4.0 | 7.0 | 9.0 | 6.0 | 8.0 | 4.0 | 14.0 |
| cvxnonsep_nsig20 | 181.0 | 146.0 | 29.0 | 30.0 | 30.0 | 31.0 | 56.0 | 29.0 | 29.0 | 181.0 |
| cvxnonsep_nsig20r | 4.0 | 5.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 5.0 |
| cvxnonsep_nsig30 | 30.0 | 123.0 | 22.0 | 54.0 | 67.0 | 42.0 | 80.0 | 63.0 | 22.0 | 123.0 |
| cvxnonsep_nsig30r | 4.0 | 4.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 4.0 |
| cvxnonsep_nsig40 | 78.0 | 201.0 | 65.0 | 120.0 | 110.0 | 101.0 | 183.0 | 170.0 | 65.0 | 201.0 |
| cvxnonsep_nsig40r | 4.0 | 5.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 5.0 |
| cvxnonsep_pcon20r | 6.0 | 6.0 | 5.0 | 5.0 | 5.0 | 5.0 | 4.0 | 5.0 | 4.0 | 6.0 |
| cvxnonsep_pcon30r | 6.0 | 7.0 | 7.0 | 5.0 | 9.0 | 7.0 | 6.0 | 9.0 | 5.0 | 9.0 |
| cvxnonsep_pcon40r | 7.0 | 5.0 | 12.0 | 7.0 | 7.0 | 7.0 | 5.0 | 7.0 | 5.0 | 12.0 |
| cvxnonsep_psig20 | 1.0 | 1.0 | 14.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 14.0 |
| cvxnonsep_psig20r | 7.0 | 17.0 | 10.0 | 5.0 | 11.0 | - | 9.0 | 13.0 | 5.0 | - |
| cvxnonsep_psig30 | 723.0 | - | 141.0 | 128.0 | 146.0 | 156.0 | 167.0 | 151.0 | 128.0 | - |
| cvxnonsep_psig30r | 5.0 | 14.0 | 10.0 | 7.0 | 17.0 | 8.0 | 7.0 | 8.0 | 5.0 | 17.0 |
| cvxnonsep_psig40 | 905.0 | - | 211.0 | 195.0 | 223.0 | 213.0 | 286.0 | 209.0 | 195.0 | - |
| cvxnonsep_psig40r | 4.0 | 16.0 | 9.0 | 8.0 | 18.0 | 9.0 | 7.0 | 9.0 | 4.0 | 18.0 |
| du-opt | 59.0 | 234.0 | 65.0 | 26.0 | 74.0 | 65.0 | 70.0 | 34.0 | 26.0 | 234.0 |
| du-opt5 | 30.0 | 64.0 | 32.0 | 16.0 | 29.0 | 26.0 | 26.0 | 19.0 | 16.0 | 64.0 |
| ex1223 | 5.0 | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 | 5.0 | 6.0 | 5.0 | 6.0 |
| ex1223a | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 |
| ex1223b | 5.0 | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 | 5.0 | 6.0 | 5.0 | 6.0 |
| fac1 | 4.0 | 5.0 | 3.0 | 4.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 5.0 |
| fac2 | 7.0 | 9.0 | 7.0 | 8.0 | - | 7.0 | 8.0 | 7.0 | 7.0 | - |
| fac3 | 7.0 | 7.0 | 8.0 | 6.0 | 8.0 | 8.0 | 8.0 | 7.0 | 6.0 | 8.0 |
| jit1 | 6.0 | 16.0 | 7.0 | 8.0 | 9.0 | 9.0 | 6.0 | 9.0 | 6.0 | 16.0 |
| p_ball_10b_5p_2d_h | 42.0 | 54.0 | 47.0 | - | 51.0 | 52.0 | 49.0 | 49.0 | 42.0 | - |
| p_ball_10b_5p_3d_h | 56.0 | 67.0 | - | 62.0 | 65.0 | 70.0 | 61.0 | 61.0 | 56.0 | - |
| p_ball_10b_5p_4d_h | 83.0 | 99.0 | 93.0 | - | 85.0 | 92.0 | 92.0 | - | 83.0 | - |
| portfol_buyin | 7.0 | 9.0 | 7.0 | 8.0 | 6.0 | 6.0 | 7.0 | 6.0 | 6.0 | 9.0 |
| portfol_card | 5.0 | 6.0 | 5.0 | 6.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 6.0 |
| smallinvDAXr1b010-011 | 40.0 | 74.0 | 26.0 | 20.0 | 25.0 | 24.0 | 29.0 | 21.0 | 20.0 | 74.0 |
| smallinvDAXr1b020-022 | 54.0 | 128.0 | 23.0 | 16.0 | 26.0 | 24.0 | 25.0 | 25.0 | 16.0 | 128.0 |
| smallinvDAXr1b050-055 | 50.0 | 193.0 | 19.0 | 3.0 | 15.0 | 20.0 | 14.0 | 15.0 | 3.0 | 193.0 |
| smallinvDAXr1b100-110 | 89.0 | 232.0 | 17.0 | 2.0 | 20.0 | 18.0 | 13.0 | 14.0 | 2.0 | 232.0 |
| smallinvDAXr1b150-165 | - | - | 14.0 | 2.0 | 16.0 | 14.0 | 18.0 | 13.0 | 2.0 | - |
| smallinvDAXr1b200-220 | - | - | 14.0 | 2.0 | 16.0 | 14.0 | - | - | 2.0 | - |
| smallinvDAXr2b010-011 | 39.0 | 66.0 | 26.0 | 20.0 | 24.0 | 24.0 | 29.0 | 21.0 | 20.0 | 66.0 |
| smallinvDAXr2b020-022 | 58.0 | 128.0 | 23.0 | 15.0 | 29.0 | 24.0 | 23.0 | 25.0 | 15.0 | 128.0 |
| smallinvDAXr2b050-055 | 66.0 | 190.0 | 13.0 | 10.0 | 12.0 | 17.0 | 19.0 | 14.0 | 10.0 | 190.0 |
| smallinvDAXr2b100-110 | 76.0 | - | 19.0 | 2.0 | 19.0 | 18.0 | 18.0 | 15.0 | 2.0 | - |
| smallinvDAXr2b150-165 | 91.0 | - | 15.0 | 2.0 | 18.0 | 16.0 | 15.0 | 14.0 | 2.0 | - |
| smallinvDAXr2b200-220 | - | - | - | 2.0 | 15.0 | - | 12.0 | 13.0 | 2.0 | - |
| smallinvDAXr3b010-011 | 44.0 | 65.0 | 26.0 | 20.0 | 27.0 | 26.0 | 29.0 | 21.0 | 20.0 | 65.0 |
| smallinvDAXr3b020-022 | 54.0 | 135.0 | 23.0 | 15.0 | 27.0 | 24.0 | 22.0 | 25.0 | 15.0 | 135.0 |
| smallinvDAXr3b050-055 | 60.0 | 182.0 | 13.0 | 9.0 | 12.0 | 19.0 | 18.0 | 13.0 | 9.0 | 182.0 |
| smallinvDAXr3b100-110 | 90.0 | - | 19.0 | 2.0 | 19.0 | 18.0 | 15.0 | 15.0 | 2.0 | - |
| smallinvDAXr3b150-165 | - | - | 14.0 | 2.0 | 15.0 | 14.0 | 15.0 | 13.0 | 2.0 | - |
| smallinvDAXr3b200-220 | 66.0 | - | - | 2.0 | 14.0 | - | 13.0 | 13.0 | 2.0 | - |
| smallinvDAXr4b010-011 | 40.0 | 79.0 | 25.0 | 20.0 | 28.0 | 25.0 | 30.0 | 26.0 | 20.0 | 79.0 |
| smallinvDAXr4b020-022 | 54.0 | 132.0 | 23.0 | 15.0 | 27.0 | 24.0 | 22.0 | 25.0 | 15.0 | 132.0 |
| smallinvDAXr4b050-055 | 63.0 | 175.0 | 13.0 | 4.0 | 20.0 | 20.0 | 21.0 | 14.0 | 4.0 | 175.0 |
| smallinvDAXr4b100-110 | - | - | 18.0 | 2.0 | 19.0 | 18.0 | 14.0 | 13.0 | 2.0 | - |
| smallinvDAXr4b150-165 | - | - | 14.0 | 2.0 | 15.0 | 15.0 | 14.0 | 12.0 | 2.0 | - |
| smallinvDAXr4b200-220 | - | - | - | 2.0 | - | - | 12.0 | 13.0 | 2.0 | - |
| smallinvDAXr5b010-011 | 41.0 | 84.0 | 25.0 | 19.0 | 33.0 | 28.0 | 33.0 | 31.0 | 19.0 | 84.0 |
| smallinvDAXr5b020-022 | 60.0 | 126.0 | 23.0 | 15.0 | 28.0 | 24.0 | 24.0 | 25.0 | 15.0 | 126.0 |
| smallinvDAXr5b050-055 | 73.0 | 186.0 | 19.0 | 3.0 | 16.0 | 20.0 | 17.0 | 16.0 | 3.0 | 186.0 |
| smallinvDAXr5b100-110 | 73.0 | 193.0 | 18.0 | 2.0 | 19.0 | 18.0 | 22.0 | 15.0 | 2.0 | 193.0 |
| smallinvDAXr5b150-165 | - | - | 14.0 | 2.0 | 14.0 | 13.0 | 14.0 | 12.0 | 2.0 | - |
| smallinvDAXr5b200-220 | - | - | - | 2.0 | 15.0 | - | 13.0 | 13.0 | 2.0 | - |
| smallinvSNPr1b010-011 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 |
| smallinvSNPr1b020-022 | 4.0 | 8.0 | 5.0 | 4.0 | 5.0 | 6.0 | 5.0 | 6.0 | 4.0 | 8.0 |
| smallinvSNPr1b050-055 | 6.0 | 6.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 6.0 |
| smallinvSNPr1b100-110 | 10.0 | 11.0 | 9.0 | 9.0 | 9.0 | 9.0 | 9.0 | 9.0 | 9.0 | 11.0 |
| smallinvSNPr1b150-165 | 6.0 | 12.0 | 10.0 | 5.0 | 8.0 | 10.0 | 10.0 | 8.0 | 5.0 | 12.0 |
| smallinvSNPr1b200-220 | 6.0 | 12.0 | 5.0 | 4.0 | 5.0 | 5.0 | 5.0 | 5.0 | 4.0 | 12.0 |
| smallinvSNPr2b010-011 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 |
| smallinvSNPr2b020-022 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| smallinvSNPr2b050-055 | 3.0 | 5.0 | 5.0 | 3.0 | 5.0 | 5.0 | 5.0 | 4.0 | 3.0 | 5.0 |
| smallinvSNPr2b100-110 | 8.0 | 11.0 | 8.0 | 7.0 | 10.0 | 8.0 | 7.0 | 8.0 | 7.0 | 11.0 |
| smallinvSNPr2b150-165 | 6.0 | 11.0 | 7.0 | 5.0 | 6.0 | 6.0 | 6.0 | 7.0 | 5.0 | 11.0 |
| smallinvSNPr2b200-220 | 7.0 | 12.0 | 9.0 | 5.0 | 9.0 | 9.0 | 8.0 | 10.0 | 5.0 | 12.0 |
| smallinvSNPr3b010-011 | 5.0 | 9.0 | 10.0 | 4.0 | 10.0 | 10.0 | 8.0 | 9.0 | 4.0 | 10.0 |
| smallinvSNPr3b020-022 | 4.0 | 4.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 3.0 | 4.0 |
| smallinvSNPr3b050-055 | 7.0 | 10.0 | 12.0 | 6.0 | 11.0 | 12.0 | 10.0 | 11.0 | 6.0 | 12.0 |
| smallinvSNPr3b100-110 | 7.0 | 14.0 | 10.0 | 4.0 | 12.0 | 12.0 | 12.0 | 12.0 | 4.0 | 14.0 |
| smallinvSNPr3b150-165 | 9.0 | 17.0 | 8.0 | 6.0 | 8.0 | 8.0 | 8.0 | 8.0 | 6.0 | 17.0 |
| smallinvSNPr3b200-220 | 5.0 | 11.0 | 9.0 | 5.0 | 9.0 | 9.0 | 10.0 | 9.0 | 5.0 | 11.0 |
| smallinvSNPr4b010-011 | 17.0 | 25.0 | 19.0 | 15.0 | 18.0 | 18.0 | 21.0 | 19.0 | 15.0 | 25.0 |
| smallinvSNPr4b020-022 | 5.0 | 6.0 | 9.0 | 4.0 | 8.0 | 9.0 | 9.0 | 10.0 | 4.0 | 10.0 |
| smallinvSNPr4b050-055 | 6.0 | 7.0 | 7.0 | 6.0 | 7.0 | 7.0 | 6.0 | 7.0 | 6.0 | 7.0 |
| smallinvSNPr4b100-110 | 5.0 | 10.0 | 9.0 | 5.0 | 9.0 | 9.0 | 9.0 | 9.0 | 5.0 | 10.0 |
| smallinvSNPr4b150-165 | 7.0 | 11.0 | 14.0 | 6.0 | 14.0 | 14.0 | 14.0 | 14.0 | 6.0 | 14.0 |
| smallinvSNPr4b200-220 | 3.0 | 8.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 3.0 | 8.0 |
| smallinvSNPr5b010-011 | 13.0 | 19.0 | 17.0 | 12.0 | 18.0 | 18.0 | 19.0 | 14.0 | 12.0 | 19.0 |
| smallinvSNPr5b020-022 | 7.0 | 9.0 | 8.0 | 6.0 | 7.0 | 8.0 | 7.0 | 10.0 | 6.0 | 10.0 |
| smallinvSNPr5b050-055 | 4.0 | 10.0 | 11.0 | 4.0 | 12.0 | 11.0 | 10.0 | 11.0 | 4.0 | 12.0 |
| smallinvSNPr5b100-110 | 6.0 | 13.0 | 9.0 | 5.0 | 9.0 | 9.0 | 9.0 | 11.0 | 5.0 | 13.0 |
| smallinvSNPr5b150-165 | 8.0 | 12.0 | 13.0 | 7.0 | 11.0 | 13.0 | 12.0 | 13.0 | 7.0 | 13.0 |
| smallinvSNPr5b200-220 | 4.0 | 13.0 | 12.0 | 4.0 | 12.0 | 12.0 | 12.0 | 12.0 | 4.0 | 13.0 |
| squfl010-025 | 142.0 | 112.0 | 93.0 | - | 88.0 | 94.0 | 143.0 | 40.0 | 40.0 | - |
| squfl010-040 | 153.0 | 132.0 | 117.0 | 96.0 | 100.0 | 93.0 | 152.0 | 45.0 | 45.0 | 153.0 |
| squfl010-080 | 219.0 | - | - | 38.0 | 94.0 | 133.0 | 173.0 | 42.0 | 38.0 | - |
| squfl015-060 | - | - | 113.0 | 29.0 | 116.0 | 133.0 | 188.0 | 34.0 | 29.0 | - |
| squfl015-080 | - | - | - | 18.0 | 74.0 | 77.0 | - | 19.0 | 18.0 | - |
| squfl020-040 | 251.0 | - | 116.0 | - | - | - | 203.0 | - | 116.0 | - |
| squfl020-050 | - | - | 86.0 | 25.0 | - | 110.0 | - | - | 25.0 | - |
| squfl020-150 | - | - | 22.0 | 5.0 | 35.0 | 29.0 | - | - | 5.0 | - |
| squfl025-025 | 283.0 | - | 135.0 | - | 128.0 | 170.0 | 221.0 | 58.0 | 58.0 | - |
| squfl025-030 | 277.0 | - | 121.0 | - | - | 163.0 | 216.0 | 42.0 | 42.0 | - |
| squfl025-040 | - | - | 78.0 | - | 83.0 | 95.0 | - | 22.0 | 22.0 | - |
| squfl030-100 | - | - | 15.0 | - | 37.0 | 24.0 | - | 4.0 | 4.0 | - |
| squfl040-080 | - | - | 15.0 | - | - | 23.0 | - | - | 15.0 | - |
| st_e14 | 5.0 | 6.0 | 6.0 | 6.0 | 6.0 | 6.0 | 5.0 | 6.0 | 5.0 | 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 | 9.0 | 7.0 | 7.0 | 7.0 | 8.0 | 7.0 | 8.0 | 8.0 | 7.0 | 9.0 |