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ResearchFormerly WizWand

Sequential Recommendation on LastFM (Recall/NDCG@10)

33.27NDCG@10FreLLM4Rec
0.13568.737817.3425.9422Aug 14, 2025
Updated 5mo ago

Evaluation results

MethodLinks
FreLLM4Rec2025.0833.2754.62
LLM2Rec2025.0830.9751.19
LLARA2025.0828.149.55
IDGenRec2025.0826.5547.05
E4SRec2025.0823.0539.01
BSARec2025.0822.1438.62
FMLPRec2025.0821.8538
MoRec2025.082037.1
SASRec2025.0819.9635.02
GRU4Rec2025.0819.6934.4
Bert4Rec2025.0817.8231.89
MAERec2025.0817.0229.11
SR-GNN2025.0815.6329.02
Caser2025.0810.4220.73
LLaMA-32025.088.7221.47
FreLLM4RecEvaluation protocol=full-ranking2025.083.175.03
LLM2RecEvaluation protocol=full-ranking2025.082.784.86
BERT4RecEvaluation protocol=full-ranking2025.082.494.42
FMLPRecEvaluation protocol=full-ranking2025.082.434.66
BSARecEvaluation protocol=full-ranking2025.082.394.35
SASRecEvaluation protocol=full-ranking2025.082.023.96
MAERecEvaluation protocol=full-ranking2025.081.823.54
MoRecEvaluation protocol=full-ranking2025.081.643.3
SR-GNNEvaluation protocol=full-ranking2025.081.412.55