Douban
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Douban
91.8MRR
45
Douban Movie → Book
41.36HR
28
Douban-Movie -> Douban-Book (test)
0.424MAE
24
Douban Movie -> Music OOD #3
38.82HR@10
20
Douban Movie -> Music OOD #2
0.356HR@10
20
Douban Movie -> Book OOD #3
42.98HR@10
20
Douban Movie -> Book OOD #2
39.51HR@10
20
Douban (test)
0.14BLEU-1
20
Douban (test)
62.7MAP
16
Douban Book → Movie
54.3HR
15
Douban
0.721RMSE
15
Douban Movie -> Music (OOD #1)
35.25HR@10
13
Douban Movie -> Music (IID)
37.06HR@10
13
Douban (test)
0.734RMSE
13
Douban Movie -> Music (80% test ratio)
0.458MAE
12
Douban Movie -> Music (50% test ratio)
0.423MAE
12
Douban-Movie -> Douban-Music (20% test ratio)
0.434MAE
12
Douban Movie -> Book 50% test ratio
0.415MAE
12
Douban Online-Offline
75.58Hit@1
10
Douban (test)
0.732RMSE
10
Douban (20% test)
0.842AUC
9
Douban
18.61Recall@20
8
Douban Online-Offline
53.31Hit@1
7
Douban (test)
0.734RMSE
7
Douban
0.691RMSE
7