UAI 2014 Inference Competition
Organizer: Vibhav Gogate (Email: vgogate at hlt dot utdallas dot edu)
Results for ibm-mmap-mm 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.
MMAP
| Problem | 20 secs | 20 mins | 1 hour |
| 1 | 5405.24 | 5381.84 | 5381.84 |
| 2 | 1160.98 | 1154.78 | 1155.93 |
| 3 | error | 4484.91 | 4484.91 |
| 4 | 8038.6 | 7952.68 | 7952.68 |
| 5 | 2681.3 | 2684.94 | 2656.99 |
| 6 | 2631.85 | 2639.92 | 2639.92 |
| 7 | 7744.14 | 7699.39 | 7699.39 |
| 8 | 1137.65 | 1136.76 | 1136.76 |
| 9 | 1283.51 | 1274.96 | 1274.96 |
| 10 | 5140.6 | 5166.48 | 5166.48 |
| 11 | 1901.68 | 1899.67 | 1899.67 |
| 12 | 649.925 | 642.623 | 642.623 |
| 13 | 1288.56 | 1290.04 | 1290.04 |
| 14 | -6162.69 | -inf | -inf |
| 15 | -9108.88 | -inf | -inf |
| 16 | -inf | -inf | -inf |
| 17 | -1484.26 | -inf | -inf |
| 18 | 955.145 | -inf | -inf |
| 19 | 2543.66 | -inf | -inf |
| 20 | 3547.53 | -inf | -inf |
| 21 | 4931.72 | -inf | -inf |
| 22 | 6990.85 | -inf | -inf |
| 23 | 6543.88 | -inf | -inf |
| 24 | -840.607 | -inf | -inf |
| 25 | 757.984 | -inf | -inf |
| 26 | -49.7225 | -42.2095 | -34.4299 |
| 27 | -inf | -22.0913 | -21.6431 |
| 28 | -inf | -43.8305 | -39.9263 |
| 29 | -inf | -26.1838 | -30.1476 |
| 30 | -54.0382 | -43.1979 | -34.7262 |
| 31 | -45.0828 | -36.0435 | -30.2934 |
| 32 | -26.5733 | -22.8887 | -22.8887 |
| 33 | -37.6189 | -33.0438 | -33.0438 |
| 34 | -62.1907 | -45.9518 | -49.9472 |
| 35 | -inf | -27.0699 | -27.0699 |
| 36 | -41.1817 | -28.0849 | -28.0849 |
| 37 | -inf | -22.2174 | -18.1267 |
| 38 | -45.2206 | -inf | -inf |
| 39 | -17.5717 | -12.5101 | -12.5101 |
| 40 | -28.0801 | -16.9381 | -16.9381 |
| 41 | -37.9766 | -27.8416 | -28.7084 |
| 42 | -16.8158 | -inf | -10.0071 |
| 43 | -17.9957 | -5.95651 | -5.95651 |
| 44 | -36.6424 | -27.798 | -27.798 |
| 45 | -inf | -17.9264 | -21.2512 |
| 46 | -28.5069 | -12.1854 | -12.1854 |
| 47 | -28.1386 | -19.3196 | -17.8704 |
| 48 | -18.6973 | -14.0107 | -14.0107 |
| 49 | -35.6518 | -25.8802 | -24.7299 |
| 50 | -18.1495 | -11.2347 | -11.2347 |
| 51 | -inf | -13.0784 | -10.4668 |
| 52 | -inf | -21.095 | -18.3791 |
| 53 | -13.5014 | -12.0601 | -12.0601 |
| 54 | -inf | -22.3545 | -20.8481 |
| 55 | -13.0782 | -7.27188 | -7.27188 |
| 56 | -15.2555 | -9.66002 | -9.66002 |
| 57 | -26.7249 | -12.7336 | -12.7336 |
| 58 | -inf | -7.51856 | -7.51856 |
| 59 | -21.2376 | -9.20674 | -9.20674 |
| 60 | -11.1723 | -7.48939 | -7.48939 |
| 61 | -23.0192 | -12.7852 | -12.7852 |
| 62 | -22.7637 | -13.9427 | -13.9427 |
| 63 | -inf | -inf | -10.7047 |
| 64 | -10.4728 | -8.36077 | -8.36077 |
| 65 | -13.1996 | -8.97517 | -8.97517 |
| 66 | -12.9002 | -12.282 | -12.282 |
| 67 | -16.3636 | -10.7717 | -10.7717 |
| 68 | -13.9929 | -9.0702 | -9.0702 |
| 69 | -17.5763 | -10.3087 | -10.3087 |
| 70 | -13.9254 | -12.7044 | -12.7044 |
| 71 | -15.6416 | -10.833 | -10.833 |
| 72 | -12.0192 | -10.3888 | -10.3888 |
| 73 | -32.9857 | -19.918 | -19.918 |
| 74 | -14.591 | -10.5411 | -10.5411 |
| 75 | -10.018 | -10.018 | -10.018 |
| 76 | -11.1808 | -6.87485 | -6.87485 |
| 77 | -4.65322 | -4.65322 | -4.65322 |
| 78 | -6.44711 | -6.08413 | -6.08413 |
| 79 | -11.5538 | -11.4617 | -11.4617 |
| 80 | -5.14184 | -5.14184 | -5.14184 |
| 81 | -12.0573 | -10.3632 | -10.3632 |
| 82 | -inf | -13.3419 | -13.3419 |
| 83 | -18.9131 | -18.9131 | -18.9131 |
| 84 | -11.1785 | -11.1785 | -11.1785 |
| 85 | -4.10654 | -4.10654 | -4.10654 |
| 86 | -inf | -6.00086 | -6.00086 |
| 87 | 1180.54 | 1180.54 | 1180.54 |
| 88 | -2462.46 | -inf | -inf |
| 89 | -143.322 | -143.322 | -143.322 |
| 90 | -331.735 | -inf | -inf |
| 91 | -600.473 | -51.5516 | -51.5516 |
| 92 | -inf | -inf | -inf |
| 93 | 331.286 | -inf | -inf |
| 94 | 4696.31 | -inf | -inf |
| 95 | -288.42 | -inf | -inf |
| 96 | 2743.31 | -inf | -inf |
| 97 | 3833.0 | -inf | -inf |
| 98 | 3640.78 | -inf | -inf |
| 99 | 972.307 | -inf | -inf |
| 100 | -2490.45 | -inf | -inf |
| 101 | -527.952 | -inf | -inf |
| 102 | -133.749 | -133.124 | -132.086 |
| 103 | -21.9244 | -21.9244 | -21.9244 |
| 104 | -21.3705 | -21.3705 | -21.3705 |
| 105 | -39.2789 | -39.2789 | -39.2789 |
| 106 | -171.254 | -171.252 | -170.62 |
| 107 | -40.4445 | -40.4445 | -40.4445 |
| 108 | -175.435 | -175.241 | -175.241 |
| 109 | -33.9841 | -33.9841 | -33.9841 |
| 110 | -24.075 | -24.075 | -24.075 |
| 111 | -112.439 | -112.426 | -112.417 |
| 112 | 8.52949 | 8.52949 | 8.55402 |
| 113 | -763.967 | 25.4312 | 25.4312 |
| 114 | -2087.77 | -65.1348 | -64.8469 |
| 115 | -948.555 | -22.4336 | -22.4336 |
| 116 | -175.608 | -171.733 | -164.034 |
| 117 | -405.226 | -27.5724 | -27.5724 |
| 118 | -668.252 | -136.217 | -136.217 |
| 119 | -698.674 | -506.672 | -476.625 |
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