Next App Prediction on LSapp (cold-start)
81.34ACC@1MISApp
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MISAppsplit=cold-start2026.03 | 81.34 | 91.65 | 93.5 | 86.03 | 86.46 | |
| FEDformersplit=cold-start2026.03 | 81.26 | 90.37 | 92.7 | 85.42 | 85.96 | |
| TimesNetsplit=cold-start2026.03 | 81.16 | 90.95 | 92.94 | 85.63 | 86.09 | |
| Hypergraph Modelsplit=cold-start2026.03 | 80.88 | 89.76 | 92.48 | 84.91 | 85.53 | |
| Reformersplit=cold-start2026.03 | 80.37 | 88.86 | 91.18 | 84.28 | 84.8 | |
| Transformersplit=cold-start2026.03 | 79.91 | 89.65 | 91.85 | 84.39 | 84.89 | |
| MAPLEsplit=cold-start2026.03 | 76.44 | 88.48 | 92.47 | 81.81 | 82.72 | |
| NeuSAsplit=cold-start2026.03 | 68.74 | 77.7 | 81.35 | 72.72 | 73.55 | |
| Appusage2Vecsplit=cold-start2026.03 | 53.54 | 61.49 | 63.99 | 56.98 | 57.55 | |
| CoSEMsplit=cold-start2026.03 | 45.23 | 72.43 | 81.04 | 57.18 | 59.18 | |
| DLinearsplit=cold-start2026.03 | 30.18 | 52.29 | 64.98 | 40.19 | 43.03 | |
| MFUsplit=cold-start2026.03 | 28 | 64.33 | 82.33 | 43.73 | 47.86 | |
| MRUsplit=cold-start2026.03 | 0 | 85.49 | 88.89 | 42.08 | 42.87 |