Recommendation on Software
25.23N@10FedPerGNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedPerGNNEmbedding=C-RQ-VAE2025.12 | 25.23 | 38.12 | 29.02 | 53.07 | |
| FedPerGNNEmbedding=P-RQ-VAE2025.12 | 23.45 | 36.52 | 27.22 | 51.52 | |
| FedPerGNNEmbedding=P-Hash2025.12 | 22.38 | 33.35 | 25.74 | 46.66 | |
| FedPerGNNEmbedding=P-Hash(S)2025.12 | 21.94 | 31.43 | 24.82 | 42.77 | |
| FedPerGNNEmbedding=Full2025.12 | 21.89 | 30.54 | 24.6 | 41.33 | |
| FedMFEmbedding=P-RQ-VAE2025.12 | 21.46 | 29.88 | 24.39 | 41.52 | |
| FedMFEmbedding=Full2025.12 | 21.42 | 29.75 | 24.16 | 40.65 | |
| FedMFEmbedding=P-LoRA2025.12 | 20.54 | 29.88 | 23.43 | 41.43 | |
| FedPerGNNEmbedding=P-LoRA2025.12 | 18.84 | 27.06 | 21.89 | 39.22 | |
| PFedRecEmbedding=P-LoRA2025.12 | 17.28 | 24.49 | 19.64 | 33.91 | |
| PFedRecEmbedding=P-Hash(S)2025.12 | 17.22 | 24.32 | 19.07 | 31.71 | |
| PFedRecEmbedding=P-RQ-VAE2025.12 | 17.12 | 24.05 | 19.51 | 33.66 | |
| PFedRecEmbedding=P-Hash2025.12 | 17.11 | 24.04 | 19.14 | 32.15 | |
| PFedRecEmbedding=Full2025.12 | 17.1 | 24.25 | 19.42 | 33.49 | |
| FedNCFEmbedding=P-RQ-VAE2025.12 | 17.09 | 24.06 | 19.53 | 33.81 | |
| FedNCFEmbedding=P-Hash(S)2025.12 | 17.09 | 23.93 | 19 | 31.54 | |
| FedNCFEmbedding=P-LoRA2025.12 | 17.08 | 24.09 | 19.38 | 33.21 | |
| FedNCFEmbedding=Full2025.12 | 17.07 | 24.27 | 19.38 | 33.54 | |
| FedNCFEmbedding=P-Hash2025.12 | 17 | 23.99 | 18.86 | 31.33 | |
| FedNCFEmbedding=C-LoRA2025.12 | 16.79 | 23.06 | 19.25 | 32.86 | |
| PFedRecEmbedding=C-RQ-VAE2025.12 | 16.72 | 24.7 | 19.15 | 34.34 | |
| PFedRecEmbedding=C-LoRA2025.12 | 16.66 | 22.89 | 19.28 | 33.35 | |
| FedPerGNNEmbedding=C-LoRA2025.12 | 16.32 | 22.29 | 19.05 | 33.19 | |
| FedMFEmbedding=C-LoRA2025.12 | 16.2 | 22.23 | 18.51 | 31.43 | |
| FedMFEmbedding=P-Hash2025.12 | 16.2 | 21.52 | 18.62 | 31.27 | |
| FedMFEmbedding=P-Hash(S)2025.12 | 15.66 | 20.97 | 17.84 | 29.68 | |
| FedMFEmbedding=C-RQ-VAE2025.12 | 15.51 | 22.73 | 18.05 | 32.86 | |
| FedPerGNNEmbedding=C-Hash(S)2025.12 | 15.45 | 22.95 | 17.88 | 32.64 | |
| PFedRecEmbedding=C-Hash(S)2025.12 | 15.35 | 21.3 | 17.73 | 30.78 | |
| FedPerGNNEmbedding=C-Hash2025.12 | 15.13 | 22.29 | 17.46 | 31.54 | |
| FedNCFEmbedding=C-RQ-VAE2025.12 | 14.77 | 20.92 | 17.19 | 30.5 | |
| PFedRecEmbedding=C-Hash2025.12 | 13.11 | 20.59 | 16.05 | 32.42 | |
| FedNCFEmbedding=C-Hash2025.12 | 12.88 | 20.97 | 15.08 | 29.79 | |
| FedMFEmbedding=C-Hash(S)2025.12 | 12.63 | 21.14 | 14.96 | 30.39 | |
| FedNCFEmbedding=C-Hash(S)2025.12 | 12.07 | 19.55 | 14.08 | 27.6 | |
| FedMFEmbedding=C-Hash2025.12 | 11.5 | 19.17 | 14 | 29.24 |