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ResearchFormerly WizWand

Entity Translation

56.6AccuracymT5 XL
-2.26413.01828.343.582Dec 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
mT5 XL#Params=11x, #L=101, Language Mode=Multilingual, Retrieval=w/ BM252022.1256.6
NPM#Params=1.0x, Language Mode=English-only, Retrieval=w/ BM252022.1252.4
BLOOM 7.1B#Params=20x, #L=46, Language Mode=Multilingual, Retrieval=w/ BM252022.1226
OPT 13B#Params=37x, Language Mode=English-only, Retrieval=w/ BM252022.1224.6
OPT 6.7B#Params=19x, Language Mode=English-only, Retrieval=w/ BM252022.1222.3
mT5#Params=3.4x, #L=101, Language Mode=Multilingual, Retrieval=w/ BM252022.1219
BLOOM 3B#Params=8.5x, #L=46, Language Mode=Multilingual, Retrieval=w/ BM252022.1217.4
T5 3B#Params=8.5x, Language Mode=English-only, Retrieval=w/ BM252022.124.4
mT5 XL#Params=11x, #L=101, Language Mode=Multilingual, Retrieval=w/o BM252022.124.1
T5#Params=2.2x, Language Mode=English-only, Retrieval=w/ BM252022.121.9
mT5#Params=3.4x, #L=101, Language Mode=Multilingual, Retrieval=w/o BM252022.121.3
OPT 13B#Params=37x, Language Mode=English-only, Retrieval=w/o BM252022.121
T5 3B#Params=8.5x, Language Mode=English-only, Retrieval=w/o BM252022.120.5
OPT 6.7B#Params=19x, Language Mode=English-only, Retrieval=w/o BM252022.120.4
T5#Params=2.2x, Language Mode=English-only, Retrieval=w/o BM252022.120.2
BLOOM 7.1B#Params=20x, #L=46, Language Mode=Multilingual, Retrieval=w/o BM252022.120.1
BLOOM 3B#Params=8.5x, #L=46, Language Mode=Multilingual, Retrieval=w/o BM252022.120