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| Sparsity | PRMac | PRVac | RAD | GRAD | ||||||
netlib | n | m | n.binding | A | b | c | 50 | 90 | 50 | 90 | 50 | 90 | 50 | 90 |
25fv47 | 1876 | 821 | 0.78 | 0.007 | 0.350 | 0.3875 | 0.49 | 0.49 | 0.43 | 0.89 | 0.50 | 0.89 | 0.49 | 0.87 |
adlittle | 138 | 56 | 0.82 | 0.055 | 0.661 | 0.5942 | 0.50 | 0.95 | 0.51 | 0.92 | 0.42 | 0.88 | 0.46 | 0.89 |
afiro | 51 | 27 | 0.85 | 0.074 | 0.259 | 0.0980 | 0.46 | 0.93 | 0.59 | 0.92 | 0.59 | 0.59 | 1.00 | 1.00 |
agg | 615 | 488 | 0.15 | 0.010 | 0.885 | 0.2130 | 0.47 | 0.47 | 0.57 | 0.92 | 0.16 | 0.98 | 0.23 | 0.98 |
agg2 | 758 | 516 | 0.16 | 0.012 | 0.915 | 0.3047 | 0.47 | 0.47 | 0.41 | 0.74 | 0.26 | 0.98 | 0.16 | 0.97 |
agg3 | 758 | 516 | 0.15 | 0.012 | 0.905 | 0.3047 | 0.47 | 0.47 | 0.41 | 0.74 | 0.21 | 0.97 | 0.14 | 0.97 |
beaconfd | 295 | 173 | 0.64 | 0.067 | 0.387 | 0.3424 | 0.43 | 0.43 | 0.52 | 0.85 | 0.61 | 0.61 | 0.33 | 0.78 |
blend | 114 | 74 | 0.81 | 0.062 | 0.108 | 0.2632 | 0.43 | 0.85 | 0.49 | 0.91 | 0.48 | 0.90 | 0.55 | 0.89 |
bnl1 | 1586 | 643 | 0.79 | 0.005 | 0.429 | 0.6356 | 0.50 | 0.50 | 0.49 | 0.91 | 0.51 | 0.91 | 0.49 | 0.91 |
bnl2 | 4486 | 2324 | 0.82 | 0.001 | 0.190 | 0.4737 | 0.50 | 0.50 | 0.44 | 0.89 | 0.56 | 0.88 | 0.40 | 0.89 |
brandy | 303 | 220 | 0.89 | 0.033 | 0.245 | 0.0066 | 0.44 | 0.90 | 0.47 | 0.87 | 1.00 | 1.00 | 0.50 | 0.50 |
capri | 482 | 271 | 0.79 | 0.015 | 0.480 | 0.0394 | 0.46 | 0.93 | 0.48 | 0.90 | 0.49 | 0.93 | 0.48 | 0.92 |
cre_a | 7248 | 3516 | 0.93 | 0.001 | 0.088 | 0.5611 | 0.50 | 0.50 | 0.49 | 0.90 | 0.48 | 0.90 | 0.49 | 0.91 |
cre_c | 6411 | 3068 | 0.93 | 0.001 | 0.104 | 0.5737 | 0.50 | 0.50 | 0.51 | 0.90 | 0.49 | 0.90 | 0.49 | 0.91 |
czprob | 3562 | 929 | 0.98 | 0.003 | 0.926 | 0.9837 | 0.50 | 0.50 | 0.49 | 0.90 | 0.50 | 0.90 | 0.50 | 0.90 |
d2q06c | 5831 | 2171 | 0.63 | 0.003 | 0.403 | 0.5586 | 0.49 | 0.49 | 0.38 | 0.81 | 0.55 | 0.89 | 0.49 | 0.86 |
d6cube | 6184 | 415 | 0.97 | 0.015 | 0.014 | 1.0000 | 0.50 | 0.50 | 0.50 | 0.90 | 0.51 | 0.91 | 0.49 | 0.90 |
degen2 | 757 | 444 | 0.94 | 0.012 | 0.547 | 0.6222 | 0.48 | 0.48 | 0.48 | 0.88 | 0.49 | 0.88 | 0.48 | 0.87 |
dfl001 | 12,230 | 6071 | 0.99 | 0.000 | 0.274 | 0.5103 | 0.50 | 0.50 | 0.49 | 0.90 | 0.50 | 0.90 | 0.42 | 0.91 |
e226 | 472 | 223 | 0.70 | 0.026 | 0.444 | 0.4004 | 0.46 | 0.93 | 0.49 | 0.92 | 0.45 | 0.88 | 0.46 | 0.87 |
fffff800 | 1028 | 524 | 0.58 | 0.012 | 0.389 | 0.0078 | 0.45 | 0.45 | 0.41 | 0.79 | 1.00 | 1.00 | 0.50 | 0.50 |
fit1p | 1677 | 627 | 0.60 | 0.009 | 1.000 | 0.6118 | 0.48 | 0.86 | 0.46 | 0.85 | 1.00 | 1.00 | 0.39 | 1.00 |
fit2p | 13,525 | 3000 | 0.96 | 0.001 | 0.500 | 0.7763 | 0.50 | 0.88 | 0.49 | 0.89 | 0.30 | 1.00 | 1.00 | 1.00 |
ganges | 1706 | 1309 | 0.83 | 0.003 | 0.375 | 0.0639 | 0.50 | 0.50 | 0.48 | 0.87 | 0.37 | 0.91 | 0.37 | 0.91 |
gfrd_pnc | 1160 | 616 | 0.89 | 0.003 | 0.110 | 0.9397 | 0.50 | 0.50 | 0.52 | 0.88 | 0.45 | 0.91 | 0.55 | 0.92 |
israel | 316 | 174 | 0.19 | 0.044 | 0.983 | 0.2816 | 0.50 | 0.61 | 0.44 | 0.64 | 0.43 | 0.63 | 0.48 | 0.67 |
lotfi | 366 | 153 | 0.61 | 0.020 | 0.320 | 0.0219 | 0.50 | 0.50 | 0.52 | 0.93 | 0.49 | 0.49 | 1.00 | 1.00 |
maros_r7 | 9408 | 3136 | 0.86 | 0.005 | 0.999 | 0.6667 | 1.00 | 1.00 | 0.59 | 0.59 | 1.00 | 1.00 | 1.00 | 1.00 |
modszk1 | 1620 | 687 | 0.75 | 0.003 | 0.020 | 0.6111 | 0.50 | 0.50 | 0.52 | 0.86 | 1.00 | 1.00 | 1.00 | 1.00 |
osa_07 | 25,067 | 1118 | 0.33 | 0.005 | 0.967 | 0.9554 | 1.00 | 1.00 | 0.45 | 0.79 | 0.53 | 0.92 | 0.51 | 0.76 |
osa_14 | 54,797 | 2337 | 0.34 | 0.002 | 0.984 | 0.9574 | 1.00 | 1.00 | 0.52 | 0.81 | 0.52 | 0.93 | 0.47 | 0.77 |
pds_02 | 7716 | 2953 | 0.96 | 0.001 | 0.069 | 0.6301 | 1.00 | 1.00 | 0.52 | 0.88 | 0.48 | 0.90 | 0.51 | 0.92 |
perold | 1506 | 625 | 0.73 | 0.007 | 0.344 | 0.0053 | 0.51 | 0.51 | 0.43 | 0.78 | 0.52 | 0.52 | 0.45 | 0.45 |
pilot | 4860 | 1441 | 0.88 | 0.006 | 0.196 | 0.0109 | 0.47 | 0.47 | 0.51 | 0.90 | 0.55 | 0.55 | 0.55 | 0.55 |
pilot4 | 1123 | 410 | 0.68 | 0.011 | 0.402 | 0.0036 | 0.52 | 0.52 | 0.39 | 0.72 | 0.49 | 0.49 | 0.42 | 0.42 |
pilotnov | 2446 | 975 | 0.72 | 0.006 | 0.341 | 0.0294 | 0.48 | 0.48 | 0.43 | 0.80 | 0.50 | 0.50 | 0.49 | 0.49 |
qap12 | 8856 | 3192 | 0.90 | 0.001 | 0.008 | 0.6707 | 0.50 | 0.50 | 0.50 | 0.50 | 0.52 | 0.91 | 0.71 | 1.00 |
sc105 | 163 | 105 | 0.93 | 0.020 | 0.190 | 0.0061 | 0.50 | 0.50 | 0.37 | 0.91 | 1.00 | 1.00 | 1.00 | 1.00 |
sc205 | 317 | 205 | 0.97 | 0.010 | 0.185 | 0.0032 | 0.50 | 0.50 | 0.37 | 0.91 | 1.00 | 1.00 | 1.00 | 1.00 |
sc50a | 78 | 50 | 0.94 | 0.041 | 0.200 | 0.0128 | 0.50 | 0.70 | 0.38 | 0.92 | 1.00 | 1.00 | 1.00 | 1.00 |
scagr25 | 671 | 471 | 0.70 | 0.005 | 0.380 | 0.7079 | 0.49 | 0.49 | 0.55 | 0.92 | 0.63 | 0.90 | 0.63 | 0.89 |
scagr7 | 185 | 129 | 0.76 | 0.019 | 0.411 | 0.7189 | 0.48 | 0.62 | 0.59 | 0.92 | 0.61 | 0.95 | 0.64 | 0.94 |
scfxm1 | 600 | 330 | 0.81 | 0.014 | 0.352 | 0.0383 | 0.47 | 0.47 | 0.53 | 0.90 | 0.54 | 0.54 | 0.46 | 0.92 |
scfxm2 | 1200 | 660 | 0.80 | 0.007 | 0.359 | 0.0383 | 0.50 | 0.50 | 0.52 | 0.90 | 0.54 | 0.54 | 0.46 | 0.92 |
scfxm3 | 1800 | 990 | 0.80 | 0.005 | 0.362 | 0.0383 | 0.50 | 0.50 | 0.52 | 0.90 | 0.54 | 0.54 | 0.46 | 0.92 |
scorpion | 466 | 388 | 0.96 | 0.008 | 0.196 | 0.6052 | 0.50 | 0.50 | 0.51 | 0.90 | 0.51 | 0.90 | 0.51 | 0.92 |
scrs8 | 1275 | 490 | 0.96 | 0.005 | 0.157 | 0.6643 | 1.00 | 1.00 | 0.34 | 0.91 | 0.52 | 0.90 | 0.53 | 0.86 |
sctap1 | 660 | 300 | 0.82 | 0.009 | 0.513 | 0.5455 | 0.50 | 0.50 | 0.42 | 0.92 | 0.43 | 0.86 | 0.72 | 0.82 |
sctap2 | 2500 | 1090 | 0.88 | 0.003 | 0.478 | 0.5640 | 0.50 | 0.50 | 0.45 | 0.91 | 0.39 | 0.87 | 0.76 | 0.76 |
sctap3 | 3340 | 1480 | 0.92 | 0.002 | 0.461 | 0.5569 | 0.50 | 0.50 | 0.47 | 0.91 | 0.43 | 0.91 | 0.72 | 0.72 |
share1b | 253 | 117 | 0.46 | 0.040 | 0.880 | 0.1225 | 0.51 | 0.51 | 0.29 | 0.78 | 0.51 | 0.95 | 0.57 | 0.86 |
share2b | 162 | 96 | 0.60 | 0.050 | 0.250 | 0.2222 | 0.53 | 0.53 | 0.49 | 0.89 | 0.56 | 0.94 | 0.53 | 0.92 |
shell | 1777 | 536 | 1.00 | 0.004 | 0.004 | 0.7563 | 1.00 | 1.00 | 0.50 | 0.90 | 0.50 | 0.90 | 0.61 | 0.90 |
ship04l | 2166 | 402 | 0.96 | 0.007 | 0.654 | 0.9778 | 0.50 | 0.50 | 0.53 | 0.89 | 0.50 | 0.89 | 0.50 | 0.87 |
ship04s | 1506 | 402 | 0.96 | 0.007 | 0.654 | 0.9681 | 0.50 | 0.50 | 0.50 | 0.89 | 0.50 | 0.89 | 0.50 | 0.87 |
ship08l | 4363 | 778 | 0.98 | 0.004 | 0.531 | 0.9817 | 0.50 | 0.50 | 0.51 | 0.90 | 0.50 | 0.89 | 0.51 | 0.88 |
ship08s | 2467 | 778 | 0.98 | 0.004 | 0.531 | 0.9676 | 0.50 | 0.50 | 0.51 | 0.89 | 0.49 | 0.89 | 0.51 | 0.88 |
ship12l | 5533 | 1151 | 0.98 | 0.003 | 0.567 | 0.9808 | 0.50 | 0.50 | 0.53 | 0.89 | 0.49 | 0.89 | 0.51 | 0.87 |
ship12s | 2869 | 1151 | 0.98 | 0.003 | 0.567 | 0.9631 | 0.50 | 0.50 | 0.35 | 0.89 | 0.50 | 0.90 | 0.51 | 0.87 |
sierra | 2735 | 1227 | 0.50 | 0.002 | 0.637 | 0.7130 | 1.00 | 1.00 | 0.75 | 0.96 | 0.22 | 0.95 | 0.79 | 0.95 |
stair | 614 | 356 | 0.87 | 0.018 | 0.197 | 0.0016 | 0.48 | 0.48 | 0.45 | 0.88 | 0.53 | 0.53 | 0.53 | 0.53 |
standata | 1274 | 359 | 0.98 | 0.007 | 0.019 | 0.0055 | 0.50 | 0.50 | 0.50 | 0.92 | 1.00 | 1.00 | 0.49 | 0.49 |
standgub | 1383 | 361 | 0.98 | 0.007 | 0.019 | 0.0051 | 0.50 | 0.50 | 0.50 | 0.92 | 1.00 | 1.00 | 0.49 | 0.49 |
standmps | 1274 | 467 | 0.91 | 0.007 | 0.246 | 0.0055 | 0.50 | 0.50 | 0.49 | 0.88 | 1.00 | 1.00 | 0.50 | 0.50 |
stocfor1 | 165 | 117 | 0.68 | 0.026 | 0.068 | 0.1636 | 0.50 | 0.50 | 0.26 | 0.92 | 0.48 | 0.88 | 0.44 | 0.91 |
stocfor2 | 3045 | 2157 | 0.69 | 0.001 | 0.004 | 0.3773 | 0.50 | 0.50 | 0.30 | 0.85 | 0.50 | 0.89 | 0.51 | 0.88 |
vtp_base | 346 | 198 | 0.52 | 0.015 | 0.298 | 0.0173 | 1.00 | 1.00 | 0.52 | 0.92 | 1.00 | 1.00 | 0.49 | 0.49 |
wood1p | 2595 | 244 | 0.98 | 0.111 | 0.008 | 0.0004 | 0.49 | 0.49 | 0.49 | 0.88 | 1.00 | 1.00 | 0.50 | 0.50 |
woodw | 8418 | 1098 | 0.99 | 0.004 | 0.031 | 0.0005 | 0.50 | 0.50 | 0.50 | 0.89 | 1.00 | 1.00 | 0.50 | 0.50 |
Mean | 3587 | 941 | 0.78 | 0.015 | 0.392 | 0.4181 | 0.55 | 0.61 | 0.48 | 0.87 | 0.58 | 0.86 | 0.56 | 0.82 |