Model: sentence-transformers/distilbert-base-nli-stsb-quora-ranking Source: Original Platform
1.7 KiB
1.7 KiB
| 1 | epoch | steps | precision | recall | f1 | threshold |
|---|---|---|---|---|---|---|
| 2 | 0 | 1000 | 0.519327731092437 | 0.5638686131386861 | 0.5406824146981627 | 0.8566352128982544 |
| 3 | 0 | -1 | 0.5397614314115308 | 0.4954379562043796 | 0.5166508087535681 | 0.8849869966506958 |
| 4 | 1 | 1000 | 0.5610651974288338 | 0.5574817518248175 | 0.5592677345537758 | 0.8567585945129395 |
| 5 | 1 | -1 | 0.5682656826568265 | 0.5620437956204379 | 0.565137614678899 | 0.8601372241973877 |
| 6 | 2 | 1000 | 0.5085536547433903 | 0.5967153284671532 | 0.5491183879093199 | 0.8429018259048462 |
| 7 | 2 | -1 | 0.5730941704035875 | 0.583029197080292 | 0.5780189959294438 | 0.8694514632225037 |
| 8 | 3 | 1000 | 0.5825602968460112 | 0.572992700729927 | 0.5777368905243792 | 0.86957848072052 |
| 9 | 3 | -1 | 0.5531380753138075 | 0.6031021897810219 | 0.577040593627237 | 0.8499239683151245 |
| 10 | 4 | 1000 | 0.5730240549828178 | 0.6085766423357665 | 0.5902654867256637 | 0.8780158758163452 |
| 11 | 4 | -1 | 0.5891544117647058 | 0.5848540145985401 | 0.5869963369963369 | 0.8710873126983643 |
| 12 | 5 | 1000 | 0.6232657417289221 | 0.5328467153284672 | 0.5745204131824889 | 0.8838479518890381 |
| 13 | 5 | -1 | 0.5913461538461539 | 0.5611313868613139 | 0.5758426966292134 | 0.8885542154312134 |
| 14 | 6 | 1000 | 0.5984251968503937 | 0.5547445255474452 | 0.5757575757575758 | 0.8850898742675781 |
| 15 | 6 | -1 | 0.6162280701754386 | 0.5127737226277372 | 0.5597609561752989 | 0.8889120817184448 |
| 16 | 7 | 1000 | 0.6458100558659218 | 0.5273722627737226 | 0.5806127574083375 | 0.9036331176757812 |
| 17 | 7 | -1 | 0.542765787370104 | 0.6195255474452555 | 0.5786109927567107 | 0.8808742165565491 |
| 18 | 8 | 1000 | 0.6081218274111675 | 0.5465328467153284 | 0.5756847669389716 | 0.899591863155365 |
| 19 | 8 | -1 | 0.5954500494559841 | 0.5492700729927007 | 0.5714285714285713 | 0.8881204724311829 |
| 20 | 9 | 1000 | 0.5725952813067151 | 0.5757299270072993 | 0.5741583257506825 | 0.886372983455658 |
| 21 | 9 | -1 | 0.5646017699115045 | 0.5821167883211679 | 0.5732255166217429 | 0.8853609561920166 |