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Benchmarks
Sequential Recommendation on Steam
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100
Valid Ratio
GRU4Rec
13.1912
35.7281
58.265
80.8019
Aug 19, 2024
Valid Ratio
Hit Ratio @ 1
Impression Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Valid Ratio
Hit Ratio @ 1
Impression Rate
GRU4Rec
Method Category=Tradit...
2024.08
100
41.68
28.3
Caser
Method Category=Tradit...
2024.08
100
43.68
20.51
SASRec
Method Category=Tradit...
2024.08
100
40.1
31.27
MoRec
Method Category=LLM-based
2024.08
100
39.11
34.59
iLoRA
Method Category=Ours
2024.08
99.81
52.64
-
LLARA
Method Category=LLM-based
2024.08
99.75
49.49
6.36
TALLREC
Method Category=LLM-based
2024.08
98.4
46.37
13.52
ChatRec
Method Category=LLM-based
2024.08
97.98
36.26
45.17
Llama2
Method Category=LLM-based
2024.08
16.53
1.35
3,799.26
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