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KILT: ELI5
Question Answering on KILT: ELI5
Metric: F1 (higher is better)
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Model name (A→Z)
#
Model
↕
F1
▼
Extra Data
Paper
Date
↕
Code
1
somebody
27.13
No
-
-
-
2
RBG
24.53
No
Read before Generate! Faithful Long Form Questio...
2022-03-01
-
3
c-REALM
23.1
No
Hurdles to Progress in Long-form Question Answer...
2021-03-10
Code
4
arxiv.org/abs/2103.06332
22.88
No
Hurdles to Progress in Long-form Question Answer...
2021-03-10
Code
5
Training Set Retrieval (top 1)
21.62
No
-
-
-
6
BART
19.23
No
-
-
-
7
EMAT
19.03
No
An Efficient Memory-Augmented Transformer for Kn...
2022-10-30
Code
8
BART+DPR
17.88
No
KILT: a Benchmark for Knowledge Intensive Langua...
2020-09-04
Code
9
BART + DPR
17.88
No
-
-
-
10
Random Training Set Answer
17.07
No
-
-
-
11
multi-task small
16.4
No
-
-
-
12
T5-base
16.1
No
KILT: a Benchmark for Knowledge Intensive Langua...
2020-09-04
Code
13
T5-base
16.1
No
KILT: a Benchmark for Knowledge Intensive Langua...
2020-09-04
Code
14
Wikipedia
15.91
No
-
-
-
15
Sphere
15.29
No
-
-
-
16
Input Copying
14.8
No
-
-
-
17
RAG
14.51
No
KILT: a Benchmark for Knowledge Intensive Langua...
2020-09-04
Code
18
RAG
14.51
No
KILT: a Benchmark for Knowledge Intensive Langua...
2020-09-04
Code
19
TABi
0
No
-
-
-
20
chriskuei
0
No
-
-
-
21
GENRE
0
No
-
-
-
22
Multi-task DPR
0
No
-
-
-
#1
somebody
27.13
F1
No paper
#2
RBG
SOTA
24.53
F1
· 2022-03-01
Read before Generate! Faithful Long Form Question Answering with Machine Reading
#3
c-REALM
SOTA
23.1
F1
· 2021-03-10
Hurdles to Progress in Long-form Question Answering
Code
#4
arxiv.org/abs/2103.06332
22.88
F1
· 2021-03-10
Hurdles to Progress in Long-form Question Answering
Code
#5
Training Set Retrieval (top 1)
21.62
F1
No paper
#6
BART
19.23
F1
No paper
#7
EMAT
19.03
F1
· 2022-10-30
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks
Code
#8
BART+DPR
SOTA
17.88
F1
· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks
Code
#9
BART + DPR
17.88
F1
No paper
#10
Random Training Set Answer
17.07
F1
No paper
#11
multi-task small
16.4
F1
No paper
#12
T5-base
16.1
F1
· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks
Code
#13
T5-base
16.1
F1
· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks
Code
#14
Wikipedia
15.91
F1
No paper
#15
Sphere
15.29
F1
No paper
#16
Input Copying
14.8
F1
No paper
#17
RAG
14.51
F1
· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks
Code
#18
RAG
14.51
F1
· 2020-09-04
KILT: a Benchmark for Knowledge Intensive Language Tasks
Code
#19
TABi
0
F1
No paper
#20
chriskuei
0
F1
No paper
#21
GENRE
0
F1
No paper
#22
Multi-task DPR
0
F1
No paper