BioASQ Participants Area
Task Synergy - version 2: Test Results
Test batch 1
Documents
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| bio-answerfinder | 0.4145 | 0.2223 | 0.2387 | 0.2725 | 0.0201 |
| bio-answerfinder-2 | 0.4279 | 0.2676 | 0.2662 | 0.3132 | 0.0382 |
| MQ-1 | 0.2600 | 0.2407 | 0.1978 | 0.2245 | 0.0384 |
| AUEB-System1 | 0.0759 | 0.0550 | 0.0552 | 0.0412 | 0.0003 |
| MQ-2 | 0.2600 | 0.2407 | 0.1978 | 0.2245 | 0.0384 |
| MQ-3 | 0.2600 | 0.2407 | 0.1978 | 0.2245 | 0.0384 |
| RYGH-4 | 0.4138 | 0.3846 | 0.3241 | 0.4095 | 0.1690 |
| RYGH-5 | 0.4635 | 0.4357 | 0.3693 | 0.4807 | 0.2230 |
| MQ-4 | 0.2600 | 0.2407 | 0.1978 | 0.2245 | 0.0384 |
| RYGH-1 | 0.4252 | 0.3912 | 0.3328 | 0.4210 | 0.1581 |
| RYGH | 0.4614 | 0.4437 | 0.3674 | 0.4762 | 0.2462 |
| RYGH-3 | 0.4518 | 0.4367 | 0.3609 | 0.4672 | 0.2434 |
| bioinfo-0 | 0.2711 | 0.2618 | 0.2122 | 0.2472 | 0.0297 |
| bioinfo-1 | 0.3133 | 0.2793 | 0.2388 | 0.2872 | 0.0537 |
| bioinfo-2 | 0.3096 | 0.2785 | 0.2376 | 0.2841 | 0.0500 |
| bioinfo-3 | 0.3205 | 0.2863 | 0.2422 | 0.2926 | 0.0444 |
| bioinfo-4 | 0.3241 | 0.2868 | 0.2430 | 0.2976 | 0.0460 |
| Fleming-5 | 0.0391 | 0.0153 | 0.0157 | 0.0261 | 0.0000 |
Snippets
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| bio-answerfinder | 0.3109 | 0.2151 | 0.2165 | 0.3181 | 0.0199 |
| bio-answerfinder-2 | 0.3286 | 0.2451 | 0.2288 | 0.3504 | 0.0330 |
| MQ-1 | 0.1560 | 0.1247 | 0.1031 | 0.1345 | 0.0031 |
| AUEB-System1 | 0.0529 | 0.0296 | 0.0311 | 0.0220 | 0.0001 |
| MQ-2 | 0.1835 | 0.0920 | 0.1100 | 0.1324 | 0.0026 |
| MQ-3 | 0.1551 | 0.1301 | 0.1071 | 0.1371 | 0.0059 |
| RYGH-4 | 0.3918 | 0.3522 | 0.3091 | 0.4434 | 0.1344 |
| RYGH-5 | 0.4164 | 0.3737 | 0.3290 | 0.4855 | 0.2393 |
| MQ-4 | 0.2840 | 0.1941 | 0.1923 | 0.2425 | 0.0113 |
| RYGH-1 | 0.3976 | 0.3557 | 0.3141 | 0.4506 | 0.1637 |
| RYGH | 0.3959 | 0.3666 | 0.3148 | 0.4733 | 0.1946 |
| RYGH-3 | 0.3956 | 0.3706 | 0.3151 | 0.4691 | 0.2063 |
| bioinfo-0 | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - |
| bioinfo-3 | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - |
| Fleming-5 | - | - | - | - | - |
Exact Answers
| Yes/No | Factoid | List | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| System | Macro F1 | F1 Yes | F1 No | Accuracy | Strict Acc. | Lenient Acc. | MRR | Mean Prec. | Recall | F-Measure |
| bio-answerfinder | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| bio-answerfinder-2 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| MQ-1 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| AUEB-System1 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| MQ-2 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| MQ-3 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| RYGH-4 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | - | - | - | - | - | - |
| RYGH-5 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| MQ-4 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| RYGH-1 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| RYGH | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| RYGH-3 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| bioinfo-0 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| bioinfo-1 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| bioinfo-2 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| bioinfo-3 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| bioinfo-4 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
| Fleming-5 | 0.4000 | 0.8000 | - | 0.6667 | - | - | - | - | - | - |
Ideal Answers
| Automatic scores (Rouge - R) | Manual scores | |||||||
|---|---|---|---|---|---|---|---|---|
| System | R-2 (Rec) | R-2 (F1) | R-SU4 (Rec) | R-SU4 (F1) | Readability | Recall | Precision | Repetition |
| bio-answerfinder | 0.4462 | 0.3407 | 0.4631 | 0.3531 | 3.67 | 4.50 | 3.83 | 3.83 |
| bio-answerfinder-2 | 0.4499 | 0.3460 | 0.4689 | 0.3614 | 3.50 | 4.00 | 3.50 | 3.50 |
| MQ-1 | 0.1680 | 0.1471 | 0.2044 | 0.1763 | 3.17 | 3.33 | 3.17 | 3.33 |
| AUEB-System1 | 0.0496 | 0.0449 | 0.0640 | 0.0550 | 1.17 | 1.00 | 1.00 | 1.00 |
| MQ-2 | 0.1491 | 0.1433 | 0.1744 | 0.1686 | 3.17 | 3.50 | 3.00 | 3.17 |
| MQ-3 | 0.1668 | 0.1346 | 0.2080 | 0.1653 | 3.33 | 3.50 | 3.33 | 3.33 |
| RYGH-4 | 0.2732 | 0.3274 | 0.2783 | 0.3365 | 3.83 | 4.50 | 4.50 | 4.67 |
| RYGH-5 | 0.3953 | 0.3324 | 0.4130 | 0.3441 | 4.33 | 4.50 | 4.17 | 4.00 |
| MQ-4 | 0.1174 | 0.1002 | 0.1515 | 0.1289 | 1.67 | 2.50 | 2.50 | 2.33 |
| RYGH-1 | 0.3664 | 0.3010 | 0.3895 | 0.3139 | 3.83 | 4.50 | 4.17 | 4.00 |
| RYGH | 0.1414 | 0.1882 | 0.1484 | 0.2013 | 4.33 | 4.17 | 4.17 | 4.33 |
| RYGH-3 | 0.1417 | 0.1878 | 0.1513 | 0.2023 | 3.50 | 3.33 | 3.33 | 3.50 |
| bioinfo-0 | - | - | - | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - | - | - | - |
| bioinfo-3 | - | - | - | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - | - | - | - |
| Fleming-5 | - | - | - | - | - | - | - | - |
Test batch 2
Documents
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| MQ-1 | 0.1406 | 0.1284 | 0.1087 | 0.1189 | 0.0043 |
| MQ-2 | 0.1406 | 0.1284 | 0.1087 | 0.1189 | 0.0043 |
| MQ-3 | 0.1406 | 0.1284 | 0.1087 | 0.1189 | 0.0043 |
| MQ-4 | 0.1406 | 0.1284 | 0.1087 | 0.1189 | 0.0043 |
| bio-answerfinder | 0.2724 | 0.1331 | 0.1528 | 0.1637 | 0.0044 |
| bio-answerfinder-2 | 0.2908 | 0.1631 | 0.1768 | 0.1953 | 0.0066 |
| AUEB-System1 | 0.0188 | 0.0205 | 0.0183 | 0.0119 | 0.0000 |
| bioinfo-0 | 0.1984 | 0.1569 | 0.1423 | 0.1547 | 0.0067 |
| bioinfo-1 | 0.1906 | 0.1431 | 0.1343 | 0.1525 | 0.0040 |
| bioinfo-2 | 0.1531 | 0.1295 | 0.1134 | 0.1262 | 0.0021 |
| RYGH-1 | 0.2536 | 0.1978 | 0.1765 | 0.2094 | 0.0156 |
| Fleming-5 | 0.0339 | 0.0040 | 0.0067 | 0.0106 | 0.0000 |
| RYGH-3 | 0.2890 | 0.2188 | 0.2028 | 0.2413 | 0.0166 |
| RYGH-5 | 0.2656 | 0.2131 | 0.1906 | 0.2172 | 0.0169 |
| RYGH-4 | 0.2966 | 0.2154 | 0.2011 | 0.2453 | 0.0175 |
| RYGH | 0.2966 | 0.2203 | 0.2039 | 0.2441 | 0.0175 |
| bioinfo-3 | 0.2250 | 0.1852 | 0.1637 | 0.1854 | 0.0078 |
| bioinfo-4 | 0.1875 | 0.1622 | 0.1398 | 0.1630 | 0.0068 |
Snippets
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| MQ-1 | 0.1568 | 0.1124 | 0.1035 | 0.1391 | 0.0033 |
| MQ-2 | 0.1040 | 0.0470 | 0.0540 | 0.0666 | 0.0006 |
| MQ-3 | 0.1520 | 0.1043 | 0.0999 | 0.1304 | 0.0056 |
| MQ-4 | 0.1562 | 0.1241 | 0.1075 | 0.1534 | 0.0062 |
| bio-answerfinder | 0.1617 | 0.1183 | 0.1118 | 0.1823 | 0.0015 |
| bio-answerfinder-2 | 0.1929 | 0.1391 | 0.1365 | 0.2010 | 0.0029 |
| AUEB-System1 | 0.0126 | 0.0097 | 0.0101 | 0.0059 | 0.0000 |
| bioinfo-0 | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - |
| RYGH-1 | 0.2017 | 0.1549 | 0.1499 | 0.1952 | 0.0052 |
| Fleming-5 | - | - | - | - | - |
| RYGH-3 | 0.2229 | 0.1670 | 0.1642 | 0.2179 | 0.0069 |
| RYGH-5 | 0.2069 | 0.1634 | 0.1577 | 0.2065 | 0.0057 |
| RYGH-4 | 0.2311 | 0.1702 | 0.1682 | 0.2240 | 0.0069 |
| RYGH | 0.2348 | 0.1750 | 0.1726 | 0.2236 | 0.0069 |
| bioinfo-3 | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - |
Exact Answers
| Yes/No | Factoid | List | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| System | Macro F1 | F1 Yes | F1 No | Accuracy | Strict Acc. | Lenient Acc. | MRR | Mean Prec. | Recall | F-Measure |
| MQ-1 | - | - | - | - | - | - | - | - | - | - |
| MQ-2 | - | - | - | - | - | - | - | - | - | - |
| MQ-3 | - | - | - | - | - | - | - | - | - | - |
| MQ-4 | - | - | - | - | - | - | - | - | - | - |
| bio-answerfinder | 0.5000 | - | 1.0000 | 1.0000 | - | - | - | 0.1250 | 0.2000 | 0.1538 |
| bio-answerfinder-2 | 0.5000 | - | 1.0000 | 1.0000 | - | - | - | 0.1250 | 0.2000 | 0.1538 |
| AUEB-System1 | - | - | - | - | - | - | - | - | - | - |
| bioinfo-0 | - | - | - | - | - | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - | - | - | - | - | - |
| RYGH-1 | - | - | - | - | 0.0000 | 0.5000 | 0.1000 | 0.7500 | 0.2667 | 0.3929 |
| Fleming-5 | - | - | - | - | - | - | - | - | - | - |
| RYGH-3 | - | - | - | - | - | - | - | 0.3929 | 0.5333 | 0.4524 |
| RYGH-5 | - | - | - | - | 0.0000 | 0.5000 | 0.1250 | 1.0000 | 0.2667 | 0.4167 |
| RYGH-4 | - | - | - | - | - | - | - | 0.4167 | 0.5333 | 0.4675 |
| RYGH | 0.5000 | - | 1.0000 | 1.0000 | - | - | - | 0.3929 | 0.5333 | 0.4524 |
| bioinfo-3 | - | - | - | - | - | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - | - | - | - | - | - |
Ideal Answers
| Automatic scores (Rouge - R) | Manual scores | |||||||
|---|---|---|---|---|---|---|---|---|
| System | R-2 (Rec) | R-2 (F1) | R-SU4 (Rec) | R-SU4 (F1) | Readability | Recall | Precision | Repetition |
| MQ-1 | 0.2442 | 0.2207 | 0.2636 | 0.2337 | 3.30 | 2.50 | 3.30 | 3.30 |
| MQ-2 | 0.1519 | 0.1499 | 0.1684 | 0.1644 | 2.50 | 3.00 | 3.10 | 3.70 |
| MQ-3 | 0.2215 | 0.1827 | 0.2483 | 0.2018 | 2.80 | 2.90 | 3.50 | 3.80 |
| MQ-4 | 0.3697 | 0.3462 | 0.3827 | 0.3549 | 2.90 | 2.40 | 3.40 | 3.40 |
| bio-answerfinder | 0.5758 | 0.4486 | 0.5798 | 0.4509 | 3.70 | 3.40 | 4.20 | 4.00 |
| bio-answerfinder-2 | 0.5881 | 0.4633 | 0.5840 | 0.4563 | 3.90 | 3.30 | 4.20 | 4.00 |
| AUEB-System1 | 0.0423 | 0.0376 | 0.0564 | 0.0471 | 0.40 | 0.30 | 0.60 | 0.50 |
| bioinfo-0 | - | - | - | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - | - | - | - |
| RYGH-1 | - | - | - | - | 1.30 | 0.90 | 0.90 | 1.30 |
| Fleming-5 | - | - | - | - | 0.10 | 0.10 | 0.10 | 0.10 |
| RYGH-3 | - | - | - | - | 1.30 | 0.90 | 0.90 | 1.30 |
| RYGH-5 | - | - | - | - | 1.30 | 0.90 | 0.90 | 1.30 |
| RYGH-4 | - | - | - | - | 1.30 | 0.90 | 0.90 | 1.30 |
| RYGH | - | - | - | - | 1.30 | 0.90 | 0.90 | 1.30 |
| bioinfo-3 | - | - | - | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - | - | - | - |
Test batch 3
Documents
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| MQ-1 | 0.0588 | 0.0671 | 0.0483 | 0.0650 | 0.0004 |
| bio-answerfinder | 0.0544 | 0.0567 | 0.0449 | 0.0308 | 0.0001 |
| bio-answerfinder-2 | 0.0444 | 0.0541 | 0.0401 | 0.0223 | 0.0001 |
| bio-answerfinder-3 | 0.0621 | 0.0605 | 0.0476 | 0.0375 | 0.0003 |
| MQ-2 | 0.0588 | 0.0671 | 0.0483 | 0.0650 | 0.0004 |
| MQ-3 | 0.0588 | 0.0671 | 0.0483 | 0.0650 | 0.0004 |
| MQ-4 | 0.0588 | 0.0671 | 0.0483 | 0.0650 | 0.0004 |
| ULisboa-SRank | 0.1557 | 0.0714 | 0.0712 | 0.0522 | 0.0005 |
| ULisboa-SRank-2 | 0.1491 | 0.0566 | 0.0680 | 0.0464 | 0.0004 |
| ULisboa-SRank-3 | 0.1432 | 0.0361 | 0.0477 | 0.0403 | 0.0001 |
| ULisboa-SRank-4 | 0.1391 | 0.0403 | 0.0531 | 0.0448 | 0.0001 |
| RYGH-1 | 0.1531 | 0.1601 | 0.1233 | 0.1341 | 0.0046 |
| RYGH | 0.1693 | 0.1437 | 0.1258 | 0.1340 | 0.0052 |
| RYGH-3 | 0.1653 | 0.1445 | 0.1249 | 0.1298 | 0.0048 |
| RYGH-4 | 0.1745 | 0.1523 | 0.1327 | 0.1380 | 0.0043 |
| RYGH-5 | 0.1605 | 0.1430 | 0.1228 | 0.1316 | 0.0045 |
| bioinfo-0 | 0.0966 | 0.0852 | 0.0710 | 0.1006 | 0.0005 |
| bioinfo-1 | 0.1345 | 0.1202 | 0.1036 | 0.1274 | 0.0018 |
| bioinfo-2 | 0.1328 | 0.1168 | 0.1014 | 0.1292 | 0.0015 |
| bioinfo-3 | 0.1328 | 0.1189 | 0.1024 | 0.1160 | 0.0016 |
| bioinfo-4 | 0.1397 | 0.1192 | 0.1051 | 0.1222 | 0.0013 |
| Fleming-5 | 0.0161 | 0.0032 | 0.0053 | 0.0058 | 0.0000 |
Snippets
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| MQ-1 | 0.0963 | 0.0904 | 0.0707 | 0.0773 | 0.0010 |
| bio-answerfinder | 0.0479 | 0.0336 | 0.0339 | 0.0253 | 0.0001 |
| bio-answerfinder-2 | 0.0256 | 0.0252 | 0.0231 | 0.0138 | 0.0000 |
| bio-answerfinder-3 | 0.0671 | 0.0577 | 0.0482 | 0.0409 | 0.0003 |
| MQ-2 | 0.0605 | 0.0401 | 0.0324 | 0.0499 | 0.0001 |
| MQ-3 | 0.0949 | 0.0960 | 0.0692 | 0.1035 | 0.0009 |
| MQ-4 | 0.1403 | 0.1337 | 0.1044 | 0.1166 | 0.0025 |
| ULisboa-SRank | 0.1153 | 0.0599 | 0.0600 | 0.0599 | 0.0002 |
| ULisboa-SRank-2 | 0.1108 | 0.0661 | 0.0673 | 0.0626 | 0.0002 |
| ULisboa-SRank-3 | 0.1294 | 0.0749 | 0.0743 | 0.0820 | 0.0003 |
| ULisboa-SRank-4 | 0.1215 | 0.0791 | 0.0732 | 0.0870 | 0.0003 |
| RYGH-1 | 0.1536 | 0.1534 | 0.1209 | 0.1474 | 0.0019 |
| RYGH | 0.1584 | 0.1388 | 0.1194 | 0.1636 | 0.0025 |
| RYGH-3 | 0.1596 | 0.1439 | 0.1235 | 0.1596 | 0.0023 |
| RYGH-4 | 0.1596 | 0.1449 | 0.1242 | 0.1680 | 0.0020 |
| RYGH-5 | 0.1610 | 0.1463 | 0.1262 | 0.1556 | 0.0022 |
| bioinfo-0 | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - |
| bioinfo-3 | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - |
| Fleming-5 | - | - | - | - | - |
Exact Answers
| Yes/No | Factoid | List | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| System | Macro F1 | F1 Yes | F1 No | Accuracy | Strict Acc. | Lenient Acc. | MRR | Mean Prec. | Recall | F-Measure |
| MQ-1 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bio-answerfinder | 0.5000 | 1.0000 | - | 1.0000 | 0.4000 | 0.4000 | 0.4000 | 0.7708 | 0.6583 | 0.6833 |
| bio-answerfinder-2 | 0.5000 | 1.0000 | - | 1.0000 | 0.4000 | 0.4000 | 0.4000 | 0.7708 | 0.6583 | 0.6833 |
| bio-answerfinder-3 | 0.5000 | 1.0000 | - | 1.0000 | 0.4000 | 0.4000 | 0.4000 | 0.9375 | 0.6583 | 0.7722 |
| MQ-2 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| MQ-3 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| MQ-4 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| ULisboa-SRank | 0.4167 | 0.8333 | - | 0.7143 | - | - | - | 0.0500 | 0.0500 | 0.0500 |
| ULisboa-SRank-2 | 0.4167 | 0.8333 | - | 0.7143 | - | - | - | 0.0417 | 0.0500 | 0.0455 |
| ULisboa-SRank-3 | 0.4167 | 0.8333 | - | 0.7143 | - | - | - | 0.0833 | 0.1000 | 0.0909 |
| ULisboa-SRank-4 | 0.4167 | 0.8333 | - | 0.7143 | - | - | - | 0.0625 | 0.0500 | 0.0556 |
| RYGH-1 | 0.4615 | 0.9231 | - | 0.8571 | 0.2000 | 0.6000 | 0.3067 | 0.2790 | 0.6000 | 0.3551 |
| RYGH | 0.4615 | 0.9231 | - | 0.8571 | 0.2000 | 0.6000 | 0.3067 | 0.2514 | 0.6833 | 0.3491 |
| RYGH-3 | 0.4615 | 0.9231 | - | 0.8571 | 0.0000 | 0.2000 | 0.0400 | 0.5214 | 0.4667 | 0.3887 |
| RYGH-4 | 0.4615 | 0.9231 | - | 0.8571 | 0.2000 | 0.2000 | 0.2000 | 0.3389 | 0.6000 | 0.4158 |
| RYGH-5 | 0.4615 | 0.9231 | - | 0.8571 | 0.2000 | 0.6000 | 0.2900 | 0.6339 | 0.3833 | 0.3798 |
| bioinfo-0 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-1 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-2 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-3 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-4 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| Fleming-5 | - | - | - | - | - | - | - | - | - | - |
Ideal Answers
| Automatic scores (Rouge - R) | Manual scores | |||||||
|---|---|---|---|---|---|---|---|---|
| System | R-2 (Rec) | R-2 (F1) | R-SU4 (Rec) | R-SU4 (F1) | Readability | Recall | Precision | Repetition |
| MQ-1 | 0.3024 | 0.2580 | 0.3096 | 0.2646 | 3.32 | 3.44 | 3.36 | 3.68 |
| bio-answerfinder | 0.4553 | 0.4083 | 0.4681 | 0.4204 | 3.56 | 3.04 | 3.40 | 3.60 |
| bio-answerfinder-2 | 0.5031 | 0.4600 | 0.5146 | 0.4705 | 3.56 | 2.88 | 3.44 | 3.56 |
| bio-answerfinder-3 | 0.5254 | 0.4887 | 0.5319 | 0.4942 | 3.68 | 3.48 | 3.52 | 3.84 |
| MQ-2 | 0.1857 | 0.1734 | 0.2064 | 0.1894 | 3.36 | 2.96 | 3.20 | 3.64 |
| MQ-3 | 0.3467 | 0.3052 | 0.3649 | 0.3195 | 3.40 | 3.48 | 3.56 | 3.64 |
| MQ-4 | 0.3219 | 0.2750 | 0.3173 | 0.2736 | 3.36 | 3.68 | 3.52 | 3.40 |
| ULisboa-SRank | - | - | - | - | - | - | - | - |
| ULisboa-SRank-2 | - | - | - | - | - | - | - | - |
| ULisboa-SRank-3 | - | - | - | - | - | - | - | - |
| ULisboa-SRank-4 | - | - | - | - | - | - | - | - |
| RYGH-1 | - | - | - | - | 1.84 | 0.72 | 0.72 | 2.64 |
| RYGH | - | - | - | - | 2.08 | 0.80 | 0.80 | 2.88 |
| RYGH-3 | - | - | - | - | 1.84 | 0.72 | 0.72 | 2.64 |
| RYGH-4 | - | - | - | - | 1.84 | 0.72 | 0.72 | 2.64 |
| RYGH-5 | - | - | - | - | 1.84 | 0.72 | 0.72 | 2.64 |
| bioinfo-0 | - | - | - | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - | - | - | - |
| bioinfo-3 | - | - | - | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - | - | - | - |
| Fleming-5 | - | - | - | - | - | - | - | - |
Test batch 4
Documents
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| MQ-1 | 0.0870 | 0.1345 | 0.0800 | 0.1191 | 0.0010 |
| MQ-2 | 0.0870 | 0.1345 | 0.0800 | 0.1191 | 0.0010 |
| MQ-3 | 0.0870 | 0.1345 | 0.0800 | 0.1191 | 0.0010 |
| bio-answerfinder | 0.0456 | 0.0523 | 0.0423 | 0.0294 | 0.0001 |
| MQ-4 | 0.0870 | 0.1345 | 0.0800 | 0.1191 | 0.0010 |
| bio-answerfinder-2 | 0.0387 | 0.0401 | 0.0351 | 0.0120 | 0.0001 |
| bio-answerfinder-3 | 0.0267 | 0.0162 | 0.0175 | 0.0074 | 0.0000 |
| bio-answerfinder-4 | 0.0702 | 0.0655 | 0.0504 | 0.0432 | 0.0004 |
| RYGH-1 | 0.1862 | 0.2133 | 0.1555 | 0.1823 | 0.0095 |
| RYGH | 0.2372 | 0.2672 | 0.1896 | 0.2358 | 0.0160 |
| RYGH-4 | 0.2335 | 0.2648 | 0.1867 | 0.2322 | 0.0161 |
| RYGH-5 | 0.1851 | 0.2334 | 0.1577 | 0.1849 | 0.0095 |
| RYGH-3 | 0.2036 | 0.2432 | 0.1656 | 0.2105 | 0.0122 |
| ULisboa-SRank | 0.1853 | 0.0528 | 0.0763 | 0.0499 | 0.0002 |
| ULisboa-SRank-2 | 0.1201 | 0.0308 | 0.0418 | 0.0317 | 0.0001 |
| ULisboa-SRank-3 | 0.1201 | 0.0308 | 0.0418 | 0.0317 | 0.0001 |
| ULisboa-SRank-4 | 0.0972 | 0.0218 | 0.0298 | 0.0221 | 0.0000 |
| bioinfo-0 | 0.1259 | 0.1219 | 0.0962 | 0.1114 | 0.0013 |
| bioinfo-4 | 0.1611 | 0.1811 | 0.1269 | 0.1720 | 0.0029 |
| bioinfo-3 | 0.1667 | 0.1883 | 0.1325 | 0.1678 | 0.0039 |
| bioinfo-1 | 0.1593 | 0.1801 | 0.1245 | 0.1699 | 0.0027 |
| bioinfo-2 | 0.1648 | 0.1770 | 0.1270 | 0.1902 | 0.0023 |
Snippets
| System | Mean precision | Recall | F-Measure | MAP | GMAP |
|---|---|---|---|---|---|
| MQ-1 | 0.1185 | 0.0936 | 0.0764 | 0.1160 | 0.0008 |
| MQ-2 | 0.0924 | 0.0733 | 0.0619 | 0.0766 | 0.0005 |
| MQ-3 | 0.1093 | 0.0915 | 0.0749 | 0.1032 | 0.0007 |
| bio-answerfinder | 0.0399 | 0.0265 | 0.0270 | 0.0197 | 0.0001 |
| MQ-4 | 0.1269 | 0.0705 | 0.0762 | 0.0818 | 0.0010 |
| bio-answerfinder-2 | 0.0399 | 0.0314 | 0.0270 | 0.0118 | 0.0001 |
| bio-answerfinder-3 | 0.0230 | 0.0102 | 0.0132 | 0.0064 | 0.0000 |
| bio-answerfinder-4 | 0.0557 | 0.0442 | 0.0388 | 0.0408 | 0.0002 |
| RYGH-1 | 0.1720 | 0.1513 | 0.1235 | 0.1729 | 0.0044 |
| RYGH | 0.1943 | 0.1538 | 0.1355 | 0.1971 | 0.0033 |
| RYGH-4 | 0.1894 | 0.1522 | 0.1335 | 0.1868 | 0.0029 |
| RYGH-5 | 0.1697 | 0.1511 | 0.1236 | 0.1817 | 0.0041 |
| RYGH-3 | 0.1707 | 0.1523 | 0.1225 | 0.1783 | 0.0037 |
| ULisboa-SRank | 0.1814 | 0.0922 | 0.1015 | 0.1062 | 0.0006 |
| ULisboa-SRank-2 | 0.1711 | 0.1145 | 0.1045 | 0.1242 | 0.0011 |
| ULisboa-SRank-3 | 0.1711 | 0.1145 | 0.1045 | 0.1242 | 0.0011 |
| ULisboa-SRank-4 | 0.1280 | 0.0827 | 0.0709 | 0.0967 | 0.0005 |
| bioinfo-0 | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - |
| bioinfo-3 | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - |
Exact Answers
| Yes/No | Factoid | List | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| System | Macro F1 | F1 Yes | F1 No | Accuracy | Strict Acc. | Lenient Acc. | MRR | Mean Prec. | Recall | F-Measure |
| MQ-1 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| MQ-2 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| MQ-3 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bio-answerfinder | 0.4375 | 0.8750 | - | 0.7778 | - | - | - | 0.2083 | 0.3417 | 0.2260 |
| MQ-4 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bio-answerfinder-2 | 0.4375 | 0.8750 | - | 0.7778 | 0.0000 | 0.1250 | 0.0625 | 0.2083 | 0.3417 | 0.2260 |
| bio-answerfinder-3 | 0.4000 | 0.8000 | - | 0.6667 | 0.1250 | 0.2500 | 0.1875 | 0.0833 | 0.0833 | 0.0833 |
| bio-answerfinder-4 | 0.3571 | 0.7143 | - | 0.5556 | 0.1250 | 0.2500 | 0.1667 | 0.2792 | 0.3000 | 0.2881 |
| RYGH-1 | 0.4375 | 0.8750 | - | 0.7778 | 0.2500 | 0.5000 | 0.3438 | 0.3157 | 0.7667 | 0.4223 |
| RYGH | 0.5000 | 1.0000 | - | 1.0000 | 0.2500 | 0.5000 | 0.3438 | 0.3157 | 0.7667 | 0.4223 |
| RYGH-4 | 0.4375 | 0.8750 | - | 0.7778 | 0.1250 | 0.2500 | 0.1875 | 0.3534 | 0.6833 | 0.4462 |
| RYGH-5 | 0.4375 | 0.8750 | - | 0.7778 | 0.1250 | 0.3750 | 0.2292 | 0.6548 | 0.5500 | 0.4944 |
| RYGH-3 | 0.4375 | 0.8750 | - | 0.7778 | 0.1250 | 0.5000 | 0.2708 | 0.5409 | 0.5500 | 0.4295 |
| ULisboa-SRank | 0.3571 | 0.7143 | - | 0.5556 | 0.0000 | 0.2500 | 0.1250 | 0.1357 | 0.1333 | 0.1326 |
| ULisboa-SRank-2 | 0.3571 | 0.7143 | - | 0.5556 | 0.0000 | 0.2500 | 0.0833 | 0.1125 | 0.0917 | 0.1000 |
| ULisboa-SRank-3 | 0.3571 | 0.7143 | - | 0.5556 | 0.0000 | 0.2500 | 0.0833 | 0.2292 | 0.1333 | 0.1667 |
| ULisboa-SRank-4 | 0.3571 | 0.7143 | - | 0.5556 | 0.0000 | 0.2500 | 0.0833 | 0.0625 | 0.0500 | 0.0556 |
| bioinfo-0 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-4 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-3 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-1 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
| bioinfo-2 | 0.5000 | 1.0000 | - | 1.0000 | - | - | - | - | - | - |
Ideal Answers
| Automatic scores (Rouge - R) | Manual scores | |||||||
|---|---|---|---|---|---|---|---|---|
| System | R-2 (Rec) | R-2 (F1) | R-SU4 (Rec) | R-SU4 (F1) | Readability | Recall | Precision | Repetition |
| MQ-1 | 0.2864 | 0.2425 | 0.3023 | 0.2550 | 3.12 | 3.03 | 2.85 | 3.18 |
| MQ-2 | 0.1813 | 0.1609 | 0.2032 | 0.1785 | 3.42 | 2.97 | 3.18 | 3.61 |
| MQ-3 | 0.3267 | 0.2700 | 0.3466 | 0.2835 | 3.21 | 3.06 | 2.85 | 3.15 |
| bio-answerfinder | 0.6079 | 0.5182 | 0.6109 | 0.5161 | 2.12 | 2.12 | 1.88 | 2.12 |
| MQ-4 | 0.3038 | 0.2546 | 0.3073 | 0.2573 | 3.45 | 3.39 | 3.03 | 3.30 |
| bio-answerfinder-2 | 0.6808 | 0.5714 | 0.6927 | 0.5761 | 2.21 | 2.18 | 2.03 | 2.21 |
| bio-answerfinder-3 | 0.6632 | 0.5845 | 0.6724 | 0.5895 | 2.85 | 2.58 | 2.67 | 3.00 |
| bio-answerfinder-4 | 0.6426 | 0.5691 | 0.6534 | 0.5771 | 3.15 | 2.70 | 2.85 | 3.24 |
| RYGH-1 | - | - | - | - | 0.21 | 0.21 | 0.21 | 0.21 |
| RYGH | - | - | - | - | 0.24 | 0.24 | 0.24 | 0.24 |
| RYGH-4 | - | - | - | - | 0.15 | 0.15 | 0.15 | 0.15 |
| RYGH-5 | - | - | - | - | 0.15 | 0.15 | 0.15 | 0.15 |
| RYGH-3 | - | - | - | - | 0.21 | 0.21 | 0.21 | 0.21 |
| ULisboa-SRank | - | - | - | - | - | - | - | - |
| ULisboa-SRank-2 | - | - | - | - | - | - | - | - |
| ULisboa-SRank-3 | - | - | - | - | - | - | - | - |
| ULisboa-SRank-4 | - | - | - | - | - | - | - | - |
| bioinfo-0 | - | - | - | - | - | - | - | - |
| bioinfo-4 | - | - | - | - | - | - | - | - |
| bioinfo-3 | - | - | - | - | - | - | - | - |
| bioinfo-1 | - | - | - | - | - | - | - | - |
| bioinfo-2 | - | - | - | - | - | - | - | - |