Slot Filling on KILT: T-REx

Metric: Recall@5 (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall@5▼	Extra Data	Paper	Date↕	Code
1	TABi	89.36	No	-	-	-
2	Re2G	89	No	Re2G: Retrieve, Rerank, Generate	2022-07-13	Code
3	Wikipedia	87.57	No	-	-	-
4	chriskuei	85.75	No	-	-	-
5	GENRE	85.33	No	-	-	-
6	Multi-task DPR	83.88	No	-	-	-
7	KGI_1	83.14	No	-	-	-
8	single ngram	81.52	No	-	-	-
9	MetaRAG	76.24	No	-	-	-
10	KGI_0 (reupload)	70.38	No	-	-	-
11	Coop. DistilBert	51.86	No	-	-	-
12	DensePhrases	40.07	No	Learning Dense Representations of Phrases at Scale	2020-12-23	Code
13	10k	40.07	No	-	-	-
14	RAG	33.04	No	-	-	-
15	BART + DPR	17.04	No	-	-	-
16	Sphere	0	No	-	-	-
17	BART	0	No	-	-	-
18	T5-base	0	No	-	-	Code
19	multi-task small	0	No	-	-	-
20	JivBest	0	No	-	-	-

#1TABi
89.36
Recall@5
No paper
#2Re2GSOTA
89
Recall@5· 2022-07-13
Re2G: Retrieve, Rerank, Generate Code
#3Wikipedia
87.57
Recall@5
No paper
#4chriskuei
85.75
Recall@5
No paper
#5GENRE
85.33
Recall@5
No paper
#6Multi-task DPR
83.88
Recall@5
No paper
#7KGI_1
83.14
Recall@5
No paper
#8single ngram
81.52
Recall@5
No paper
#9MetaRAG
76.24
Recall@5
No paper
#10KGI_0 (reupload)
70.38
Recall@5
No paper
#11Coop. DistilBert
51.86
Recall@5
No paper
#12DensePhrasesSOTA
40.07
Recall@5· 2020-12-23
Learning Dense Representations of Phrases at Scale Code
#1310k
40.07
Recall@5
No paper
#14RAG
33.04
Recall@5
No paper
#15BART + DPR
17.04
Recall@5
No paper
#16Sphere
0
Recall@5
No paper
#17BART
0
Recall@5
No paper
#18T5-base
0
Recall@5
No paperCode
#19multi-task small
0
Recall@5
No paper
#20JivBest
0
Recall@5
No paper