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Word-level language modeling on WikiText-103 (dev)

15.72Perplexity

adaptive kNN-LM

14.812820.936427.0633.1836Jul 2, 2019Mar 24, 2020Dec 15, 2020Sep 7, 2021May 31, 2022Feb 21, 2023Nov 14, 2023
Updated 4d ago

Evaluation Results

MethodLinks
2022.10
15.72
2022.10
15.72
2022.10
15.76
2019.11
15.81
2022.10
15.81
2019.11
16.06
2022.10
16.06
2022.10
16.06
2022.10
17.26
2022.10
17.28
2019.11
17.67
2019.07
17.7
2021.10
17.9
2021.10
17.9
2019.11
17.96
2019.11
17.96
2022.10
17.96
2022.10
17.96
2022.10
17.96
2021.10
18.4
2021.10
18.9
2021.10
19.2
2021.10
19.2
2020.06
19.5
2019.07
19.7
2021.10
19.7
2021.10
19.8
2021.10
20.1
2021.10
20.1
2021.10
20.4
2021.10
20.4
2021.10
20.4
2020.06
20.5
2020.06
20.7
2021.10
21.2
2020.06
21.6
2023.11
21.87
2021.03
22
2021.10
22
2021.10
22
2021.10
22.3
2023.11
22.88
2019.07
23.1
2020.06
23.1
2021.03
23.2
2021.10
23.2
2023.11
24.1
2021.03
24.5
2021.03
24.8
2021.03
25.8
2021.03
26.4
2021.10
26.5
2021.10
27.1
2021.03
28.7
2023.11
29
2021.03
29.4
2019.07
29.7
2021.03
31.3
2019.07
32
2021.03
32.8
2021.03
33
2021.03
33.6
2021.03
36
2021.03
38.4