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Benchmarks
Document Grounded Dialogue on CMU-DoG
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18.02
Perplexity (PPL)
Compressive
17.9636
18.3443
18.725
19.1057
Sep 1, 2021
Perplexity (PPL)
F1 Score
Rouge-1
Rouge-L
Meteor
Updated 4d ago
Evaluation Results
Method
Method
Links
Perplexity (PPL)
F1 Score
Rouge-1
Rouge-L
Meteor
Compressive
Memory type=compressed...
2021.09
18.02
8.78
14.74
12.14
7.29
∞-former
Memory type=continuous...
2021.09
18.02
8.92
15.28
12.51
7.52
∞-former (SM)
Memory type=continuous...
2021.09
18.04
9.01
15.37
12.56
7.55
GPT-2
Access to auxiliary do...
2021.09
18.53
8.64
14.61
12.03
7.15
GPT-2 w/o doc
Access to auxiliary do...
2021.09
19.43
7.82
12.18
10.17
6.1
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