UAI 2016 Inference Evaluation
Organizer: Vibhav Gogate (Email: vgogate at hlt dot utdallas dot edu)
Tuning Results for tb2AMi solver
Note: Problem names and types have been made anonymous. PR: |log(Z/Z*)|, where Z is the exact partition function and Z* is the approximate. MAR: Hellinger distances. MAP: un-normalized MAP value. MMAP: given E = evidence, Q = query; log(Z) where Z is the partition function of P(E,Q). If the solver did not output a value, “error” is reported.
MPE.UAI
| Problem | 1 min | 20 mins | 1 hour |
| 1 | 5423.46 | 5514.97 | 5599.24 |
| 2 | 1146.92 | 1160.7 | 1176.78 |
| 3 | 4628.28 | 4640.19 | 4644.54 |
| 4 | 8134.69 | 8259.36 | 8403.31 |
| 5 | 2683.45 | 2745.97 | 2799.88 |
| 6 | 2663.1 | 2718.37 | 2738.52 |
| 7 | 7831.15 | 7992.79 | 8156.78 |
| 8 | 1133.16 | 1151.65 | 1165.71 |
| 9 | 1295.61 | 1314.49 | 1323.4 |
| 10 | 5248.89 | 5349.18 | 5456.42 |
| 11 | 1932.95 | 1960.93 | 1982.76 |
| 12 | 656.148 | 666.051 | 669.532 |
| 13 | 1287.21 | 1299.43 | 1310.72 |
| 14 | -823.234 | -823.234 | -823.234 |
| 15 | -435.669 | -435.669 | -435.669 |
| 16 | -2998.93 | -2998.93 | -2998.93 |
| 17 | -1556.51 | -1556.51 | -1556.51 |
| 18 | -1176.48 | -1176.48 | -1176.48 |
| 19 | 4022.09 | 4413.72 | 4413.72 |
| 20 | 6481.21 | 6763.53 | 6763.53 |
| 21 | 9081.2 | 9971.61 | 9971.61 |
| 22 | 8631.7 | 9094.7 | 9094.7 |
| 23 | 11456.9 | 12634.3 | 12634.3 |
| 24 | 10800.6 | 14348.1 | 14348.1 |
| 25 | 4565.64 | 4888.37 | 4888.37 |
| 26 | 8799.41 | 9018.11 | 9018.11 |
| 27 | -19.9955 | -19.9955 | -19.9955 |
| 28 | -14.2865 | -14.2865 | -14.2865 |
| 29 | -26.0906 | -26.0906 | -26.0906 |
| 30 | -17.5997 | -17.5997 | -17.5997 |
| 31 | -23.5389 | -23.5389 | -23.5389 |
| 32 | -18.715 | -18.715 | -18.715 |
| 33 | -18.7902 | -18.7902 | -18.7902 |
| 34 | -23.4057 | -23.4057 | -23.4057 |
| 35 | -25.1442 | -25.1442 | -25.1442 |
| 36 | -11.226 | -11.226 | -11.226 |
| 37 | -16.4425 | -16.4425 | -16.4425 |
| 38 | -15.1126 | -15.1126 | -15.1126 |
| 39 | -22.4585 | -22.4585 | -22.4585 |
| 40 | -11.5423 | -11.5423 | -11.5423 |
| 41 | -13.6721 | -13.6721 | -13.6721 |
| 42 | -18.2451 | -18.2451 | -18.2451 |
| 43 | -9.02328 | -9.02328 | -9.02328 |
| 44 | -4.97628 | -4.97628 | -4.97628 |
| 45 | -18.7611 | -18.7611 | -18.7611 |
| 46 | -9.43906 | -9.43906 | -9.43906 |
| 47 | -11.1996 | -11.1996 | -11.1996 |
| 48 | -12.875 | -12.875 | -12.875 |
| 49 | -13.0289 | -13.0289 | -13.0289 |
| 50 | -16.0229 | -16.0229 | -16.0229 |
| 51 | -10.2555 | -10.2555 | -10.2555 |
| 52 | -7.18 | -7.18 | -7.18 |
| 53 | -14.414 | -14.414 | -14.414 |
| 54 | -11.08 | -11.08 | -11.08 |
| 55 | -19.6906 | -19.6906 | -19.6906 |
| 56 | -6.28898 | -6.28898 | -6.28898 |
| 57 | -8.67899 | -8.67899 | -8.67899 |
| 58 | -11.7626 | -11.7626 | -11.7626 |
| 59 | -6.53627 | -6.53627 | -6.53627 |
| 60 | -8.26501 | -8.26501 | -8.26501 |
| 61 | -6.50045 | -6.50045 | -6.50045 |
| 62 | -11.802 | -11.802 | -11.802 |
| 63 | -13.0138 | -13.0138 | -13.0138 |
| 64 | -9.77858 | -9.77858 | -9.77858 |
| 65 | -7.37228 | -7.37228 | -7.37228 |
| 66 | -7.99506 | -7.99506 | -7.99506 |
| 67 | -11.2945 | -11.2945 | -11.2945 |
| 68 | -9.78424 | -9.78424 | -9.78424 |
| 69 | -8.0855 | -8.0855 | -8.0855 |
| 70 | -9.32425 | -9.32425 | -9.32425 |
| 71 | -11.7154 | -11.7154 | -11.7154 |
| 72 | -9.84402 | -9.84402 | -9.84402 |
| 73 | -9.43216 | -9.43216 | -9.43216 |
| 74 | -18.9466 | -18.9466 | -18.9466 |
| 75 | -9.5552 | -9.5552 | -9.5552 |
| 76 | -9.03647 | -9.03647 | -9.03647 |
| 77 | -5.8823 | -5.8823 | -5.8823 |
| 78 | -3.6654 | -3.6654 | -3.6654 |
| 79 | -5.09336 | -5.09336 | -5.09336 |
| 80 | -10.4698 | -10.4698 | -10.4698 |
| 81 | -4.15675 | -4.15675 | -4.15675 |
| 82 | -9.3921 | -9.3921 | -9.3921 |
| 83 | -12.3611 | -12.3611 | -12.3611 |
| 84 | -17.9407 | -17.9407 | -17.9407 |
| 85 | -10.1924 | -10.1924 | -10.1924 |
| 86 | -3.12158 | -3.12158 | -3.12158 |
| 87 | -5.01415 | -5.01415 | -5.01415 |
| 88 | 1927.55 | 1954.12 | 1960.09 |
| 89 | -1546.13 | -1546.13 | -1546.13 |
| 90 | -142.322 | -142.322 | -142.322 |
| 91 | -330.735 | -330.735 | -330.735 |
| 92 | -50.5516 | -50.5516 | -50.5516 |
| 93 | -854.522 | -854.522 | -854.522 |
| 94 | 14296.0 | 16545.2 | 16545.2 |
| 95 | 12477.4 | 18607.3 | 18607.3 |
| 96 | 2305.39 | 2679.51 | 2679.51 |
| 97 | 5057.9 | 5579.68 | 5579.68 |
| 98 | 7275.75 | 7959.72 | 7959.72 |
| 99 | 10450.6 | 10548.2 | 10548.2 |
| 100 | 4144.08 | 4280.13 | 4280.13 |
| 101 | 5389.94 | 5901.37 | 5901.37 |
| 102 | 8143.12 | 8657.26 | 8657.26 |
| 103 | -134.83 | -134.83 | -134.83 |
| 104 | -21.2144 | -21.2144 | -21.2144 |
| 105 | -20.6534 | -20.6534 | -20.6534 |
| 106 | -39.1 | -39.1 | -39.1 |
| 107 | -164.203 | -164.203 | -164.203 |
| 108 | -40.2579 | -40.2579 | -40.2579 |
| 109 | -175.786 | -175.786 | -175.786 |
| 110 | -34.9029 | -34.9029 | -34.9029 |
| 111 | -24.4949 | -24.4949 | -24.4949 |
| 112 | -112.879 | -112.879 | -112.879 |
| 113 | -2.34935 | -2.31256 | -2.31256 |
| 114 | -1.5775 | -1.57637 | -1.57619 |
| 115 | -7.07079 | -7.07079 | -7.07079 |
| 116 | -15.0549 | -15.0549 | -15.0549 |
| 117 | -119.0 | -83.0 | -83.0 |
| 118 | -15.492 | -15.492 | -15.492 |
| 119 | -21.08 | -11.32 | -11.32 |
| 120 | -27.0358 | -27.0358 | -27.0358 |
| 121 | -1064.28 | -1063.1 | -1062.62 |
| 122 | -45.9197 | -45.5276 | -45.5276 |
| 123 | -2155.38 | -2154.44 | -2153.84 |
| 124 | -56.8853 | -56.2885 | -55.8137 |
| 125 | -120.391 | -119.478 | -118.477 |
| 126 | -1211.54 | -1209.13 | -1208.8 |
| 127 | -54.8045 | -53.9771 | -53.4774 |
| 128 | -2409.87 | -2409.51 | -2409.03 |
| 129 | -66.794 | -64.9583 | -64.4771 |
| 130 | -137.266 | -135.16 | -134.756 |
| 131 | error | 14774.1 | 14769.0 |
| 132 | error | 29555.3 | 29547.0 |
| 133 | 1816.14 | 1825.04 | 1827.78 |
| 134 | 63517.6 | 63544.8 | 63546.0 |
| 135 | 1621.12 | 1628.24 | 1630.32 |
| 136 | 1676.53 | 1683.05 | 1686.2 |
| 137 | error | 80728.4 | 81305.8 |
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