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Sequential Recommendation on LastFM
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100
Validation Ratio
GRU4Rec
31.8072
49.5111
67.215
84.9189
Aug 19, 2024
Validation Ratio
Hit Ratio@1
Impression Percentage
Updated 4d ago
Evaluation Results
Method
Method
Links
Validation Ratio
Hit Ratio@1
Impression Percentage
GRU4Rec
Method Category=Tradit...
2024.08
100
26.16
91.13
Caser
Method Category=Tradit...
2024.08
100
22.33
123.91
SASRec
Method Category=Tradit...
2024.08
100
22.33
123.91
ChatRec
Method Category=LLM-based
2024.08
100
37.7
32.63
MoRec
Method Category=LLM-based
2024.08
100
16.52
202.66
LLARA
Method Category=LLM-based
2024.08
100
45.08
8.51
iLoRA
Method Category=Ours
2024.08
100
50
-
TALLREC
Method Category=LLM-based
2024.08
98.36
41.8
19.62
Llama2
Method Category=LLM-based
2024.08
34.43
2.46
1,932.52
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