SAT2VEC Results
Below are the full results of running Word2Vec on SAT analogies. For each analogy, the first word pair is the one the model is most confident is correct, while the bolded word pair is the one that is actually correct.
Sorted by ranking of the correct answer
Ranked First
| authenticity : counterfeit | Distance |
|---|---|
| reliability : erratic | 0.758 |
| mobility : energetic | 0.977 |
| argument : contradictory | 0.997 |
| reserve : reticent | 1.009 |
| anticipation : solemn | 1.049 |
| agenda : conference | Distance |
|---|---|
| map : trip | 0.875 |
| teacher : class | 0.951 |
| executive : employee | 1.035 |
| man : woman | 1.044 |
| agency : assignment | 1.083 |
| fix : stable | Distance |
|---|---|
| fortify : strong | 0.607 |
| captivate : attractive | 0.786 |
| deter : active | 0.8 |
| furrow : productive | 0.843 |
| mend : torn | 0.863 |
| fugitive : flee | Distance |
|---|---|
| braggart : boast | 0.836 |
| sage : stifle | 0.874 |
| firebrand : quibble | 0.902 |
| bystander : procure | 0.927 |
| parasite : foster | 0.967 |
| chronological : time | Distance |
|---|---|
| ordinal : place | 0.688 |
| abnormal : value | 0.873 |
| coincidental : health | 0.932 |
| marginal : knowledge | 1.05 |
| virtual : truth | 1.055 |
| soot : grimy | Distance |
|---|---|
| rain : sodden | 0.68 |
| dust : radiant | 0.828 |
| frost : transparent | 0.893 |
| pall : gaudy | 0.902 |
| sunshine : fruitless | 0.907 |
| massive : bulk | Distance |
|---|---|
| gigantic : size | 0.66 |
| trivial : importance | 0.849 |
| interminable : legacy | 0.901 |
| anonymous : luster | 0.989 |
| ultimate : magnitude | 1.031 |
| reinforce : stronger | Distance |
|---|---|
| erode : weaker | 0.454 |
| shirk : greater | 0.762 |
| abound : lesser | 0.776 |
| dismantle : longer | 0.821 |
| wilt : higher | 0.857 |
Ranked Second
| embarrass : humiliate | Distance |
|---|---|
| reduce : enlarge | 0.921 |
| pilfer : steal | 0.971 |
| labor : succeed | 1.008 |
| bicker : fight | 1.01 |
| spank : whip | 1.098 |
| equanimity : harried | Distance |
|---|---|
| erudition : urbane | 0.748 |
| moderation : dissolute | 0.849 |
| intuition : logical | 0.922 |
| distinction : singular | 0.966 |
| celebrity : infamous | 1.009 |
| runner : marathon | Distance |
|---|---|
| referee : tournament | 0.939 |
| oarsman : regatta | 0.945 |
| martyr : massacre | 0.948 |
| envoy : embassy | 0.979 |
| horse : stable | 1.026 |
| medicine : illness | Distance |
|---|---|
| stimulant : sensitivity | 0.914 |
| law : anarchy | 0.924 |
| etiquette : discipline | 1.009 |
| love : treason | 1.019 |
| hunger : thirst | 1.157 |
| extort : obtain | Distance |
|---|---|
| explode : ignite | 0.89 |
| plagiarize : borrow | 0.959 |
| purify : strain | 1.027 |
| pilfer : steal | 1.048 |
| consider : appeal | 1.158 |
| disorganized : system | Distance |
|---|---|
| greedy : money | 0.865 |
| traitorous : loyalty | 0.891 |
| athletic : intelligence | 0.992 |
| retired : hope | 1.006 |
| conserve : party | 1.04 |
| topaz : yellow | Distance |
|---|---|
| sapphire : red | 0.481 |
| amethyst : purple | 0.522 |
| amber : blue | 0.705 |
| jeweler : clarity | 0.802 |
| diamond : carat | 1.103 |
| clumsy : botch | Distance |
|---|---|
| clever : eradicate | 0.825 |
| lazy : shirk | 0.837 |
| willful : heed | 0.864 |
| wicked : insinuate | 0.866 |
| strict : pamper | 0.875 |
Ranked Third
| maceration : liquid | Distance |
|---|---|
| sublimation : gas | 0.854 |
| trail : path | 0.917 |
| erosion : weather | 0.929 |
| decision : distraction | 1.019 |
| evaporation : humidity | 1.086 |
| lumen : brightness | Distance |
|---|---|
| candle : light | 0.908 |
| density : darkness | 0.919 |
| inches : length | 1.004 |
| nickel : metal | 1.009 |
| color : hue | 1.038 |
| enfranchise : slavery | Distance |
|---|---|
| anatomy : physiology | 0.95 |
| equation : mathematics | 1.033 |
| liberate : confine | 1.038 |
| bondage : subjugation | 1.106 |
| appeasement : unreasonable | 1.153 |
| walk : legs | Distance |
|---|---|
| grind : nose | 0.76 |
| gleam : eyes | 0.773 |
| chew : mouth | 0.812 |
| dress : hem | 0.827 |
| cover : book | 1.047 |
| drip : gush | Distance |
|---|---|
| curl : roll | 0.933 |
| stream : tributary | 0.975 |
| dent : destroy | 1.002 |
| cry : laugh | 1.035 |
| bend : angle | 1.054 |
| cot : bed | Distance |
|---|---|
| tea : lemon | 0.974 |
| hotel : motel | 1.004 |
| tissue : handkerchief | 1.036 |
| hand : finger | 1.047 |
| lesson : composition | 1.079 |
| sodden : moist | Distance |
|---|---|
| wet : liquid | 0.827 |
| nostalgic : emotional | 0.972 |
| maudlin : sentimental | 0.974 |
| assertive : bold | 1.031 |
| arid : harsh | 1.048 |
| paltry : significance | Distance |
|---|---|
| austere : landscape | 0.803 |
| redundant : discussion | 0.829 |
| banal : originality | 0.861 |
| oblique : familiarity | 0.895 |
| opulent : wealth | 0.984 |
| paltry : significance | Distance |
|---|---|
| austere : landscape | 0.803 |
| redundant : discussion | 0.829 |
| banal : originality | 0.861 |
| oblique : familiarity | 0.895 |
| opulent : wealth | 0.984 |
| hospitable : courtesy | Distance |
|---|---|
| leisurely : haste | 0.872 |
| despondent : glee | 0.885 |
| vindictive : spite | 0.922 |
| morbid : cheerfulness | 0.975 |
| infamous : honor | 1.056 |
| humdrum : bore | Distance |
|---|---|
| stodgy : excite | 0.913 |
| nutritious : sicken | 0.945 |
| heartrending : move | 0.959 |
| pending : worry | 0.964 |
| grim : amuse | 1.04 |
| entice : repel | Distance |
|---|---|
| implore : entreat | 0.948 |
| officiate : preside | 1.012 |
| flourish : fade | 1.027 |
| germinate : sprout | 1.042 |
| lubricate : grease | 1.043 |
| sullen : brood | Distance |
|---|---|
| despondent : laugh | 0.78 |
| lethargic : cavort | 0.795 |
| docile : obey | 0.93 |
| regal : cringe | 0.982 |
| poised : blunder | 0.99 |
| author : literate | Distance |
|---|---|
| cynic : gullible | 0.804 |
| doctor : fallible | 0.822 |
| judge : impartial | 0.898 |
| hothead : prudent | 0.929 |
| saint : notorious | 1.064 |
Ranked Forth
| invariable : change | Distance |
|---|---|
| unfathomable : depth | 0.826 |
| incurable : disease | 0.881 |
| varied : appearance | 0.963 |
| ineffable : expression | 0.964 |
| extraneous : proposition | 0.974 |
| turtle : reptile | Distance |
|---|---|
| leaf : branch | 0.86 |
| oyster : clam | 0.994 |
| snail : shellfish | 0.994 |
| oak : tree | 1.032 |
| snake : rattle | 1.123 |
| juror : judge | Distance |
|---|---|
| broom : sweep | 0.932 |
| umpire : oust | 0.948 |
| criminal : sentence | 0.99 |
| doctor : cure | 1.064 |
| decision : vacillate | 1.155 |
Ranked Fifth
| braggart : modesty | Distance |
|---|---|
| wallflower : timidity | 0.804 |
| embezzler : greed | 0.863 |
| candidate : ambition | 0.951 |
| invalid : malady | 0.97 |
| fledgling : experience | 0.987 |
| maven : expertise | Distance |
|---|---|
| athlete : determination | 0.796 |
| monarch : wisdom | 0.805 |
| neophyte : honesty | 0.831 |
| klutz : grace | 0.832 |
| supplicant : humility | 0.882 |
| concomitant : accompanying | Distance |
|---|---|
| separate : attached | 0.919 |
| rough : texture | 1.029 |
| tanned : leather | 1.05 |
| hard : granite | 1.08 |
| loyal : staunch | 1.103 |
| morbid : unfavorable | Distance |
|---|---|
| maternal : unfavorable | 0.455 |
| vigilant : unfavorable | 0.504 |
| disputatious : favorable | 0.561 |
| lax : favorable | 0.631 |
| reputable : favorable | 0.631 |