Recommendation on MovieLens-1M (test)
19.7NDCG@20Sheaf4Rec
Evaluation results
| Method | Links | |||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sheaf4Rec2023.04 | 19.7 | — | 18.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 14 | 15.1 | — | — | — | — | — | — | |
| NGCF2023.04 | 18.2 | — | 16.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 12.9 | 14.1 | — | — | — | — | — | — | |
| GAT2023.04 | 15.6 | — | 14.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.9 | 12.2 | — | — | — | — | — | — | |
| UltraGCN2023.04 | 15.5 | — | 14.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 8.3 | 10.4 | — | — | — | — | — | — | |
| SASRecF2026.03 | 13.75 | — | 11.31 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 21.25 | 8.31 | 30.93 | — | — | — | — | — | — | — | — | 8.97 | — | — | 91.44 | 95.83 | 548.65 | 531.49 | — | — | |
| LPSFedLoss=BC2026.03 | 13.42 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 26.46 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SASRec2026.03 | 13.18 | — | 10.72 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 20.89 | 7.64 | 30.64 | — | — | — | — | — | — | — | — | 8.31 | — | — | 92.84 | 96.64 | 549.36 | 533.6 | — | — | |
| KGTORe2023.04 | 13 | — | 12.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.6 | 8.9 | — | — | — | — | — | — | |
| LPSFed (BPR)Loss=BPR2026.03 | 12.81 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 26.04 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedSSP2026.03 | 12.65 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 25.64 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LLMAR2026.03 | 12.57 | — | 10.15 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 19.42 | 7.21 | 28.83 | — | — | — | — | — | — | — | — | 7.92 | — | — | 94.14 | 97.53 | 485.3 | 462.19 | — | — | |
| FedAvg2026.03 | 12.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 24.54 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedPUB2026.03 | 12.09 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 25.58 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedPerGNN2026.03 | 11.24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 13.32 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| F2MF2026.03 | 11.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 17.88 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedHGNN2026.03 | 10.31 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 21.63 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PFedRec2026.03 | 9.97 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 15.08 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedMF2026.03 | 9.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 16.79 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LightGCN2026.03 | 8.73 | — | 7.58 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 6.74 | 14.12 | 11.3 | — | — | — | — | — | — | — | — | 15.06 | — | — | 35.1 | 46.8 | 1,304.21 | 1,174.89 | — | — | |
| InfoDCL-SModel Category=Ours, Contrastive Learning Channel=single-channel2025.12 | 5.38 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 17.01 | 25.05 | 6.96 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| InfoDCL-DModel Category=Ours, Contrastive Learning Channel=dual-channel2025.12 | 5.11 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 16.31 | 24.5 | 6.73 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SimGCLModel Category=Contrastive Learning Models2025.12 | 4.17 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 11.92 | 21.67 | 5.81 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ENMFModel Category=Matrix Factorization2025.12 | 4.02 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.61 | 21.54 | 5.54 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FedRAP2026.03 | 3.89 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 5.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GiffCFModel Category=Diffusion Models2025.12 | 3.79 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.44 | 20.06 | 5.69 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoGCLModel Category=Contrastive Learning Models2025.12 | 3.71 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.2 | 19.77 | 5.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NGCFModel Category=GCN-based Models2025.12 | 3.47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 8.77 | 17.85 | 5.25 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RecDCLModel Category=Contrastive Learning Models2025.12 | 3.21 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 8.58 | 17.09 | 4.87 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DiffRecModel Category=Diffusion Models2025.12 | 3.16 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.94 | 17.61 | 4.68 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| NCLModel Category=Contrastive Learning Models2025.12 | 3.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 8.68 | 17.4 | 4.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SGLModel Category=Contrastive Learning Models2025.12 | 3.04 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.78 | 17.19 | 4.89 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LightGCNModel Category=GCN-based Models2025.12 | 2.78 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.9 | 16.66 | 4.51 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MFModel Category=Matrix Factorization2025.12 | 2.44 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.51 | 8.54 | 2.63 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SGCLModel Category=Contrastive Learning Models2025.12 | 1.23 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.27 | 2.11 | 1.55 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADA + SharpAPVictim RS=WRMF2026.04 | 0.91 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPU + SharpAPVictim RS=WRMF2026.04 | 0.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSP + SharpAPVictim RS=WRMF2026.04 | 0.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdv + SharpAPVictim RS=WRMF2026.04 | 0.87 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaR + SharpAPVictim RS=WRMF2026.04 | 0.86 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADAVictim RS=WRMF2026.04 | 0.85 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSPVictim RS=WRMF2026.04 | 0.85 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPUVictim RS=WRMF2026.04 | 0.84 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdvVictim RS=WRMF2026.04 | 0.83 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaRVictim RS=WRMF2026.04 | 0.83 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSP + SharpAPVictim RS=LightGCN2026.04 | 0.79 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AUSHVictim RS=WRMF2026.04 | 0.77 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPU + SharpAPVictim RS=LightGCN2026.04 | 0.76 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaR + SharpAPVictim RS=LightGCN2026.04 | 0.75 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdv + SharpAPVictim RS=LightGCN2026.04 | 0.74 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADA + SharpAPVictim RS=LightGCN2026.04 | 0.71 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPUVictim RS=LightGCN2026.04 | 0.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSPVictim RS=LightGCN2026.04 | 0.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PGAVictim RS=WRMF2026.04 | 0.69 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADAVictim RS=LightGCN2026.04 | 0.68 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoVisVictim RS=WRMF2026.04 | 0.64 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CleanVictim RS=WRMF2026.04 | 0.63 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PopularVictim RS=WRMF2026.04 | 0.63 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RandomVictim RS=WRMF2026.04 | 0.62 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AUSHVictim RS=LightGCN2026.04 | 0.62 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdvVictim RS=LightGCN2026.04 | 0.61 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaRVictim RS=LightGCN2026.04 | 0.61 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDRMModel Category=Diffusion Models2025.12 | 0.59 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 1.41 | 1.82 | 0.68 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSP + SharpAPVictim RS=BPR2026.04 | 0.54 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADA + SharpAPVictim RS=BPR2026.04 | 0.52 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaR + SharpAPVictim RS=BPR2026.04 | 0.52 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoVisVictim RS=LightGCN2026.04 | 0.51 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdv + SharpAPVictim RS=BPR2026.04 | 0.51 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| LightGCN2023.04 | 0.5 | — | 0.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 0.3 | 0.4 | — | — | — | — | — | — | |
| PGAVictim RS=LightGCN2026.04 | 0.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PopularVictim RS=LightGCN2026.04 | 0.46 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPU + SharpAPVictim RS=BPR2026.04 | 0.46 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RandomVictim RS=LightGCN2026.04 | 0.45 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CleanVictim RS=LightGCN2026.04 | 0.44 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdvVictim RS=BPR2026.04 | 0.43 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSPVictim RS=BPR2026.04 | 0.43 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADAVictim RS=BPR2026.04 | 0.42 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaRVictim RS=BPR2026.04 | 0.42 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AUSHVictim RS=BPR2026.04 | 0.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPUVictim RS=BPR2026.04 | 0.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoVisVictim RS=BPR2026.04 | 0.36 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PGAVictim RS=BPR2026.04 | 0.36 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PopularVictim RS=BPR2026.04 | 0.33 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RandomVictim RS=BPR2026.04 | 0.32 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CleanVictim RS=BPR2026.04 | 0.31 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADA + SharpAPVictim RS=SGL2026.04 | 0.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSP + SharpAPVictim RS=SGL2026.04 | 0.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPU + SharpAPVictim RS=SGL2026.04 | 0.27 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaR + SharpAPVictim RS=SGL2026.04 | 0.27 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdv + SharpAPVictim RS=SGL2026.04 | 0.25 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSPVictim RS=SGL2026.04 | 0.25 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADAVictim RS=SGL2026.04 | 0.24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DADA + SharpAPVictim RS=SimGCL2026.04 | 0.23 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DDSP + SharpAPVictim RS=SimGCL2026.04 | 0.23 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdv + SharpAPVictim RS=SimGCL2026.04 | 0.22 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPUVictim RS=SGL2026.04 | 0.22 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RAPU + SharpAPVictim RS=SimGCL2026.04 | 0.22 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaR + SharpAPVictim RS=SimGCL2026.04 | 0.22 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CoVisVictim RS=SGL2026.04 | 0.21 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RevAdvVictim RS=SGL2026.04 | 0.21 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| CLeaRVictim RS=SGL2026.04 | 0.21 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |