SAT2VEC Results

An impressionistic painting titled "Night Before the Exam" by Leonid Pasternak. The painting shows four students sitting around a kitchen table studying for a exam. One student holds a skull, while the others longue around smoking or studying books or papers.

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