Sequential Recommendation on Toys (Overall)
8.46Hit Rate @10TADA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TADAbackbone=SASRec2026.01 | 8.46 | 0.0491 | 11.42 | 0.0566 | |
| RepPadbackbone=SASRec2026.01 | 8.05 | 0.0476 | 10.89 | 0.0547 | |
| CITIESbackbone=SASRec2026.01 | 7.23 | 0.0392 | 10.24 | 0.0468 | |
| SASRecbackbone=SASRec2026.01 | 7.16 | 0.0396 | 10.15 | 0.0471 | |
| CMRSIbackbone=SASRec2026.01 | 6.83 | 0.038 | 9.84 | 0.0452 | |
| TADAbackbone=FMLP-Rec2026.01 | 6.64 | 0.0399 | 8.69 | 0.0451 | |
| CMRbackbone=SASRec2026.01 | 6.52 | 0.0361 | 9.59 | 0.0438 | |
| CMRSIbackbone=FMLP-Rec2026.01 | 6.23 | 0.036 | 8.14 | 0.0405 | |
| CMRbackbone=FMLP-Rec2026.01 | 6.01 | 0.0342 | 7.7 | 0.038 | |
| CITIESbackbone=FMLP-Rec2026.01 | 5.86 | 0.0334 | 8.32 | 0.0396 | |
| LOAMbackbone=SASRec2026.01 | 5.69 | 0.0321 | 8.15 | 0.0383 | |
| RepPadbackbone=FMLP-Rec2026.01 | 5.62 | 0.0352 | 7.78 | 0.0385 | |
| FMLP-Recbackbone=FMLP-Rec2026.01 | 5.55 | 0.0325 | 7.45 | 0.0373 | |
| TADAbackbone=GRU4Rec2026.01 | 5.12 | 0.028 | 7.49 | 0.034 | |
| LOAMbackbone=FMLP-Rec2026.01 | 4.68 | 0.0266 | 6.51 | 0.0312 | |
| RepPadbackbone=GRU4Rec2026.01 | 4.42 | 0.0243 | 6.41 | 0.0293 | |
| MELTbackbone=SASRec2026.01 | 4.32 | 0.0216 | 7.07 | 0.0286 | |
| CMRbackbone=GRU4Rec2026.01 | 4.15 | 0.0214 | 6.62 | 0.0276 | |
| CMRSIbackbone=GRU4Rec2026.01 | 4.05 | 0.0202 | 6.47 | 0.0286 | |
| CITIESbackbone=GRU4Rec2026.01 | 3.93 | 0.0211 | 6.17 | 0.0268 | |
| GRU4Recbackbone=GRU4Rec2026.01 | 3.64 | 0.0192 | 5.8 | 0.0246 | |
| MELTbackbone=FMLP-Rec2026.01 | 3.51 | 0.0185 | 5.49 | 0.0235 | |
| MELTbackbone=GRU4Rec2026.01 | 3.3 | 0.0174 | 5.25 | 0.0223 | |
| LOAMbackbone=GRU4Rec2026.01 | 2.23 | 0.0116 | 3.63 | 0.0151 |