MARS-SeqRec / results_v3.json
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MARS v3: CE loss + contrastive learning + FMLP filters
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{
"sasrec": {
"HR@5": 0.048013245033112585,
"NDCG@5": 0.027562315337705295,
"MRR@5": 0.02088852109547877,
"HR@10": 0.0802980132450331,
"NDCG@10": 0.03804152279302774,
"MRR@10": 0.025235533182638766,
"HR@20": 0.1140728476821192,
"NDCG@20": 0.04650445469710606,
"MRR@20": 0.027518604183261165,
"HR@50": 0.1804635761589404,
"NDCG@50": 0.05959691426266503,
"MRR@50": 0.029587393030770962
},
"marsv3": {
"HR@5": 0.04950331125827814,
"NDCG@5": 0.02693497867181601,
"MRR@5": 0.019555739653821024,
"HR@10": 0.08327814569536424,
"NDCG@10": 0.03801809543410674,
"MRR@10": 0.02422619073201489,
"HR@20": 0.11721854304635762,
"NDCG@20": 0.04649208891668067,
"MRR@20": 0.026496139429632994,
"HR@50": 0.17450331125827814,
"NDCG@50": 0.05773077390545251,
"MRR@50": 0.0282488671624848
},
"sasrec_params": 331712,
"mars_params": 408320
}