Recommendation Retrieval on Internal Data
9.4Recall ChangeMoNN Large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoNN LargeInfra Cost=24.6x, Theoretical Cost=ML × V2026.04 | 9.4 | -1.7 | |
| 2-layer MoNN (L1: MoNN Large, L2: MoNN Small)Infra Cost=3.9x, Theoretical Cost=ML × I1 + MS × V2026.04 | 6 | -0.97 | |
| MoNN MediumInfra Cost=17.3x, Theoretical Cost=MM × V2026.04 | 4.2 | -0.7 | |
| 2-layer MoNN (L1: MoNN Medium, L2: MoNN Small)Infra Cost=3.3x, Theoretical Cost=MM × I1 + MS × V2026.04 | 3.6 | -0.47 | |
| MoNN SmallInfra Cost=2.5x, Theoretical Cost=MS × V2026.04 | 2.4 | -0.29 | |
| 2-layer MoNN (L1: MoNN Small, L2: TTSN)Infra Cost=1.7x, Theoretical Cost=MS × I1 + MXS × V2026.04 | 2.2 | -0.23 | |
| TTSNInfra Cost=1x, Theoretical Cost=MXS × V2026.04 | 0 | — | |
| EBRInfra Cost=0.5x, Theoretical Cost=MXS × I12026.04 | -0.1 | 0.03 |