Statistics

Evaluation of the YAGO3 Accuracy

We manually evaluated the correctness of 4412 facts of YAGO 3.0.2. 98.07% of 4412 evaluations were judged to be correct. This gives a weighted average Wilson center of 95.03% (4.19 % width). You can download that version at the archive.

Relation	Evaluations	Correct	Ratio (%)	Wilson Center (%)	Wilson Width (%)	# of facts in YAGO
<actedIn>	75	74	98.67	96.3	3.47	119383
<byTransport>	120	119	99.17	97.64	2.21	56972
<created>	44	44	100	95.99	4.01	236864
<dealsWith>	40	40	100	95.62	4.38	1362
<diedIn>	38	38	100	95.41	4.59	94543
<diedOnDate>	40	40	100	95.62	4.38	640074
<directed>	64	63	98.44	95.69	4.03	35600
<edited>	58	57	98.28	95.28	4.42	7979
<exports>	58	58	100	96.89	3.11	727
<graduatedFrom>	38	38	100	95.41	4.59	51510
<happenedIn>	87	87	100	97.89	2.11	37200
<happenedOnDate>	43	43	100	95.9	4.1	95153
<hasAcademicAdvisor>	42	42	100	95.81	4.19	5253
<hasAirportCode>	52	51	98.08	94.77	4.89	6744
<hasArea>	98	92	93.88	92.22	4.94	135789
<hasBudget>	64	62	96.88	94.22	4.92	842
<hasCapital>	76	74	97.37	95.09	4.19	5614
<hasChild>	73	70	95.89	93.6	5	24770
<hasCurrency>	51	50	98.04	94.67	4.98	1033
<hasDuration>	41	41	100	95.72	4.28	8260
<hasEconomicGrowth>	62	61	98.39	95.56	4.15	178
<hasExpenses>	135	133	98.52	97.18	2.42	179
<hasExport>	60	60	100	96.99	3.01	177
<hasFamilyName>	40	40	100	95.62	4.38	1575436
<hasGDP>	63	61	96.83	94.13	4.99	388
<hasGender>	41	41	100	95.72	4.28	1108861
<hasGini>	45	45	100	96.07	3.93	142
<hasGivenName>	85	82	96.47	94.46	4.33	1561236
<hasHeight>	41	41	100	95.72	4.28	63559
<hasImdb>	22	22	100	92.57	7.43	22
<hasImport>	45	45	100	96.07	3.93	175
<hasInflation>	41	41	100	95.72	4.28	182
<hasISBN>	59	59	100	96.94	3.06	440
<hasISIN>	48	48	100	96.29	3.71	2116
<hasLatitude>	44	44	100	95.99	4.01	454069
<hasLength>	43	43	100	95.9	4.1	4222
<hasLongitude>	37	37	100	95.3	4.7	454069
<hasMotto>	177	157	88.7	87.88	4.69	23445
<hasMusicalRole>	43	43	100	95.9	4.1	29753
<hasNumberOfPeople>	47	47	100	96.22	3.78	509154
<hasOfficialLanguage>	63	62	98.41	95.63	4.09	979
<hasPages>	41	41	100	95.72	4.28	13115
<hasPopulationDensity>	43	43	100	95.9	4.1	41292
<hasPoverty>	103	100	97.09	95.39	3.61	175
<hasRevenue>	76	73	96.05	93.84	4.81	3654
<hasTLD>	42	42	100	95.81	4.19	298
<hasUnemployment>	97	92	94.85	93.14	4.64	395
<hasWebsite>	41	41	100	95.72	4.28	206820
<hasWeight>	40	40	100	95.62	4.38	22957
<hasWonPrize>	42	42	100	95.81	4.19	120529
<imports>	58	57	98.28	95.28	4.42	484
<influences>	99	94	94.95	93.27	4.55	22818
<isAffiliatedTo>	46	46	100	96.15	3.85	579400
<isCitizenOf>	40	40	100	95.62	4.38	36286
<isConnectedTo>	43	43	100	95.9	4.1	39741
<isInterestedIn>	38	38	100	95.41	4.59	905
<isKnownFor>	116	110	94.83	93.39	4.22	720
<isLeaderOf>	40	40	100	95.62	4.38	10922
<isLocatedIn>	47	47	100	96.22	3.78	1836335
<isMarriedTo>	57	57	100	96.84	3.16	33951
<isPoliticianOf>	43	43	100	95.9	4.1	32805
<livesIn>	63	62	98.41	95.63	4.09	26480
<occursSince>	41	39	95.12	91.26	7.4	2198129
<occursUntil>	23	22	95.65	89.12	10.11	517856
<owns>	56	55	98.21	95.12	4.56	26949
<participatedIn>	45	45	100	96.07	3.93	24859
<playsFor>	43	43	100	95.9	4.1	525374
rdfs:label	46	46	100	96.15	3.85	27371467
rdf:type	73	71	97.26	94.9	4.35	16928250
<startedOnDate>	34	33	97.06	92.28	7.2	36
<wasBornIn>	41	41	100	95.72	4.28	280598
<wasBornOnDate>	41	41	100	95.72	4.28	1341286
<wasCreatedOnDate>	73	70	95.89	93.6	5	1146633
<wasDestroyedOnDate>	43	43	100	95.9	4.1	75876
<worksAt>	66	65	98.48	95.82	3.91	10257
<wroteMusicFor>	42	42	100	95.81	4.19	24204