Rating Prediction on Steam
0.497RMSEALIGNUSER+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ALIGNUSER+2026.01 | 0.497 | 0.4829 | |
| ContextSimEvaluation protocol=default2026.01 | 0.528 | 0.471 | |
| ALIGNUSER2026.01 | 0.5344 | 0.5006 | |
| ContextSim(fs)Evaluation protocol=few-shot2026.01 | 0.561 | 0.503 | |
| SimUSER2026.01 | 0.5866 | 0.5323 | |
| SimUSER2026.01 | 0.587 | 0.532 | |
| Agent4Rec2026.01 | 0.7577 | 0.688 | |
| Agent4Rec2026.01 | 0.758 | 0.688 | |
| RecMind-SImode=few-shot2026.01 | 0.9291 | 0.6981 | |
| RecAgent2026.01 | 1.0766 | 0.9598 | |
| RecAgent2026.01 | 1.077 | 0.96 | |
| AFM2026.01 | 1.276 | 0.972 | |
| AFM2026.01 | 1.2763 | 0.9724 | |
| MF2026.01 | 1.3148 | 1.0066 | |
| MF2026.01 | 1.315 | 1.007 |