Fact Verification on KILT: FEVER

Metric: Accuracy (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	Re2G	89.55	No	Re2G: Retrieve, Rerank, Generate	2022-07-13	Code
2	intersect	89.54	No	-	-	-
3	Sphere	89.12	No	-	-	-
4	Wikipedia	88.99	No	-	-	-
5	aa_evalai	88.45	No	-	-	-
6	BART + DPR	86.74	No	-	-	-
7	Multitask DPR + BART	86.32	No	-	-	-
8	RAG	86.31	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
9	KGI	85.58	No	-	-	-
10	BART	78.93	No	-	-	-
11	T5-base	76.3	No	KILT: a Benchmark for Knowledge Intensive Langua...	2020-09-04	Code
12	GENRE+roBERTa finetuning	76.26	No	-	-	-
13	SVM with rbf kernel	72.34	No	-	-	-
14	ElefPav	71.58	No	-	-	-
15	Alessandro_Tansel	71.42	No	-	-	-
16	JuanTran	71.38	No	-	-	-
17	Logistic Regression	71.24	No	-	-	-
18	QDA	71.12	No	-	-	-
19	SVM	70.71	No	-	-	-
20	stupidTeam	69.71	No	-	-	-
21	BERT + DPR	69.68	No	-	-	-
22	QDA_EMB2	69.41	No	-	-	-
23	SVM	68.43	No	-	-	-
24	Marco Aurelio Sterpa	67.98	No	-	-	-
25	NSMN	66.1	No	-	-	-
26	its_all_greek_to_me	61.6	No	-	-	-
27	multi-task small	33.58	No	-	-	-
28	LogisticRegression	23.01	No	-	-	-
29	galimaldo	12.57	No	-	-	-
30	TABi	0	No	-	-	-
31	chriskuei	0	No	-	-	-
32	GENRE	0	No	-	-	-
33	Multi-task DPR	0	No	-	-	-

#1Re2GSOTA
89.55
Accuracy· 2022-07-13
Re2G: Retrieve, Rerank, Generate Code
#2intersect
89.54
Accuracy
No paper
#3Sphere
89.12
Accuracy
No paper
#4Wikipedia
88.99
Accuracy
No paper
#5aa_evalai
88.45
Accuracy
No paper
#6BART + DPR
86.74
Accuracy
No paper
#7Multitask DPR + BART
86.32
Accuracy
No paper
#8RAGSOTA
86.31
Accuracy· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks Code
#9KGI
85.58
Accuracy
No paper
#10BART
78.93
Accuracy
No paper
#11T5-base
76.3
Accuracy· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks Code
#12GENRE+roBERTa finetuning
76.26
Accuracy
No paper
#13SVM with rbf kernel
72.34
Accuracy
No paper
#14ElefPav
71.58
Accuracy
No paper
#15Alessandro_Tansel
71.42
Accuracy
No paper
#16JuanTran
71.38
Accuracy
No paper
#17Logistic Regression
71.24
Accuracy
No paper
#18QDA
71.12
Accuracy
No paper
#19SVM
70.71
Accuracy
No paper
#20stupidTeam
69.71
Accuracy
No paper
#21BERT + DPR
69.68
Accuracy
No paper
#22QDA_EMB2
69.41
Accuracy
No paper
#23SVM
68.43
Accuracy
No paper
#24Marco Aurelio Sterpa
67.98
Accuracy
No paper
#25NSMN
66.1
Accuracy
No paper
#26its_all_greek_to_me
61.6
Accuracy
No paper
#27multi-task small
33.58
Accuracy
No paper
#28LogisticRegression
23.01
Accuracy
No paper
#29galimaldo
12.57
Accuracy
No paper
#30TABi
0
Accuracy
No paper
#31chriskuei
0
Accuracy
No paper
#32GENRE
0
Accuracy
No paper
#33Multi-task DPR
0
Accuracy
No paper