Slot Filling on KILT: Zero Shot RE

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	single ngram	99.34	No	-	-	-
2	KGI_1	99.23	No	-	-	-
3	chriskuei	98.89	No	-	-	-
4	TABi	98.71	No	-	-	-
5	Wikipedia	97.87	No	-	-	-
6	GENRE	97.83	No	-	-	-
7	MetaRAG	96.64	No	-	-	-
8	KGI_0 (reupload)	95.19	No	-	-	-
9	Multitask DPR + BART	93.05	No	-	-	-
10	Multi-task DPR	93.05	No	-	-	-
11	Coop. Distil Bert	63.85	No	-	-	-
12	DensePhrases	60.47	No	Learning Dense Representations of Phrases at Scale	2020-12-23	Code
13	10k	60.47	No	-	-	-
14	RAG	59.52	No	-	-	-
15	BERT + DPR	40.11	No	-	-	-
16	BART + DPR	39.21	No	-	-	-
17	Sphere	0	No	-	-	-
18	bart-base+ssm	0	No	-	-	-
19	BART	0	No	-	-	-
20	T5-base	0	No	-	-	Code
21	multi-task small	0	No	-	-	-

#1single ngram
99.34
Recall@5
No paper
#2KGI_1
99.23
Recall@5
No paper
#3chriskuei
98.89
Recall@5
No paper
#4TABi
98.71
Recall@5
No paper
#5Wikipedia
97.87
Recall@5
No paper
#6GENRE
97.83
Recall@5
No paper
#7MetaRAG
96.64
Recall@5
No paper
#8KGI_0 (reupload)
95.19
Recall@5
No paper
#9Multitask DPR + BART
93.05
Recall@5
No paper
#10Multi-task DPR
93.05
Recall@5
No paper
#11Coop. Distil Bert
63.85
Recall@5
No paper
#12DensePhrasesSOTA
60.47
Recall@5· 2020-12-23
Learning Dense Representations of Phrases at Scale Code
#1310k
60.47
Recall@5
No paper
#14RAG
59.52
Recall@5
No paper
#15BERT + DPR
40.11
Recall@5
No paper
#16BART + DPR
39.21
Recall@5
No paper
#17Sphere
0
Recall@5
No paper
#18bart-base+ssm
0
Recall@5
No paper
#19BART
0
Recall@5
No paper
#20T5-base
0
Recall@5
No paperCode
#21multi-task small
0
Recall@5
No paper