Open-Domain Question Answering on KILT: TriviaQA

Metric: EM (higher is better)

LeaderboardDataset

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Results

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#	Model↕	EM▼	Extra Data	Paper	Date↕	Code
1	Re2G	76.27	No	Re2G: Retrieve, Rerank, Generate	2022-07-13	Code
2	Sphere	73.06	No	-	-	-
3	Wikipedia	72.73	No	-	-	-
4	RAG	71.27	No	-	-	-
5	intersect	70.86	No	-	-	-
6	BERT + DPR	70.38	No	-	-	-
7	KGI_0	60.99	No	-	-	-
8	Multitask DPR + BART	59.6	No	-	-	-
9	BART + DPR	58.55	No	-	-	-
10	BART	32.39	No	-	-	-
11	T5-base	18.11	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
12	TABi	0	No	-	-	-
13	chriskuei	0	No	-	-	-
14	GENRE	0	No	-	-	-
15	Multi-task DPR	0	No	-	-	-

#1Re2GSOTA
76.27
EM· 2022-07-13
Re2G: Retrieve, Rerank, Generate Code
#2Sphere
73.06
EM
No paper
#3Wikipedia
72.73
EM
No paper
#4RAG
71.27
EM
No paper
#5intersect
70.86
EM
No paper
#6BERT + DPR
70.38
EM
No paper
#7KGI_0
60.99
EM
No paper
#8Multitask DPR + BART
59.6
EM
No paper
#9BART + DPR
58.55
EM
No paper
#10BART
32.39
EM
No paper
#11T5-baseSOTA
18.11
EM· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks Code
#12TABi
0
EM
No paper
#13chriskuei
0
EM
No paper
#14GENRE
0
EM
No paper
#15Multi-task DPR
0
EM
No paper