Fact Verification on KILT: FEVER

Metric: Recall@5 (higher is better)

LeaderboardDataset

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Results

Sort:

#	Model↕	Recall@5▼	Extra Data	Paper	Date↕	Code
1	Re2G	92.52	No	Re2G: Retrieve, Rerank, Generate	2022-07-13	Code
2	intersect	89.56	No	-	-	-
3	chriskuei	89.41	No	-	-	-
4	TABi	88.62	No	-	-	-
5	GENRE	88.15	No	-	-	-
6	Wikipedia	87.89	No	-	-	-
7	Multitask DPR + BART	87.52	No	-	-	-
8	Multi-task DPR	87.52	No	-	-	-
9	KGI	84.95	No	-	-	-
10	RAG	75.55	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
11	BART + DPR	74.29	No	-	-	-
12	BERT + DPR	73.52	No	-	-	-
13	NSMN	70.16	No	-	-	-
14	Sphere	0	No	-	-	-
15	aa_evalai	0	No	-	-	-
16	BART	0	No	-	-	-
17	T5-base	0	No	-	-	Code
18	GENRE+roBERTa finetuning	0	No	-	-	-
19	SVM with rbf kernel	0	No	-	-	-
20	ElefPav	0	No	-	-	-
21	Alessandro_Tansel	0	No	-	-	-
22	JuanTran	0	No	-	-	-
23	Logistic Regression	0	No	-	-	-
24	QDA	0	No	-	-	-
25	SVM	0	No	-	-	-
26	stupidTeam	0	No	-	-	-
27	QDA_EMB2	0	No	-	-	-
28	SVM	0	No	-	-	-
29	Marco Aurelio Sterpa	0	No	-	-	-
30	its_all_greek_to_me	0	No	-	-	-
31	multi-task small	0	No	-	-	-
32	LogisticRegression	0	No	-	-	-
33	galimaldo	0	No	-	-	-

#1Re2GSOTA
92.52
Recall@5· 2022-07-13
Re2G: Retrieve, Rerank, Generate Code
#2intersect
89.56
Recall@5
No paper
#3chriskuei
89.41
Recall@5
No paper
#4TABi
88.62
Recall@5
No paper
#5GENRE
88.15
Recall@5
No paper
#6Wikipedia
87.89
Recall@5
No paper
#7Multitask DPR + BART
87.52
Recall@5
No paper
#8Multi-task DPR
87.52
Recall@5
No paper
#9KGI
84.95
Recall@5
No paper
#10RAGSOTA
75.55
Recall@5· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks Code
#11BART + DPR
74.29
Recall@5
No paper
#12BERT + DPR
73.52
Recall@5
No paper
#13NSMN
70.16
Recall@5
No paper
#14Sphere
0
Recall@5
No paper
#15aa_evalai
0
Recall@5
No paper
#16BART
0
Recall@5
No paper
#17T5-base
0
Recall@5
No paperCode
#18GENRE+roBERTa finetuning
0
Recall@5
No paper
#19SVM with rbf kernel
0
Recall@5
No paper
#20ElefPav
0
Recall@5
No paper
#21Alessandro_Tansel
0
Recall@5
No paper
#22JuanTran
0
Recall@5
No paper
#23Logistic Regression
0
Recall@5
No paper
#24QDA
0
Recall@5
No paper
#25SVM
0
Recall@5
No paper
#26stupidTeam
0
Recall@5
No paper
#27QDA_EMB2
0
Recall@5
No paper
#28SVM
0
Recall@5
No paper
#29Marco Aurelio Sterpa
0
Recall@5
No paper
#30its_all_greek_to_me
0
Recall@5
No paper
#31multi-task small
0
Recall@5
No paper
#32LogisticRegression
0
Recall@5
No paper
#33galimaldo
0
Recall@5
No paper