GoodReads
Benchmarks
TaskDatasetSOTA resultTrendResults
Goodreads (test)
70.24N@5
33
Goodreads-LP
74.89MRR
32
Goodreads-NC
1.07Unlearning Time (s)
31
Goodreads
32.14MRR
30
Goodreads per-genre
1.1IQR
28
Goodreads-NC (test)
86.64Accuracy
28
Goodreads
78.54Accuracy
26
Goodreads
80.52Hit Rate @ 5
20
GoodReads Comics
0.237NDCG@10
18
GoodReads Children
14.39NDCG@10
18
Goodreads
92Sentiment Score
16
Goodreads
4.2Average Rating
16
GoodReads
57.03HR@5
15
GoodReads Children
5.02H@5
14
GoodReads Comics
8.62Hit Rate @5
14
GoodReads Crime
3.58H@5
14
Goodreads (test)
3.66Recall@5
11
Goodreads Cold-Start Item
0.505Avg HR@{1,3,5}
11
Goodreads Cold-Start (User)
67.7Avg. HR@{1,3,5}
11
Goodreads Classic
56.7Avg HR @{1,3,5}
11
Goodreads
0HR@10
10
GoodReads Crime, Comics & Children Average
5.72Avg H@5
10
Goodreads InstructRec retrospective (test)
36.9HR@1
9
Goodreads N=20 (test)
26.57H@1
9
Goodreads
95.62AP
8