Generative Recommendation on Games
0.0612Recall @ 5TIGER
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TIGERThroughput (Tput)=320, Speedup (Spd.)=0.75×2026.05 | 0.0612 | 0.0951 | — | 0.0403 | 0.0512 | — | |
| TIGER-kvThroughput (Tput)=424, Speedup (Spd.)=1.00×2026.05 | 0.0612 | 0.0951 | — | 0.0403 | 0.0512 | — | |
| AtSpeed-SThroughput (Tput)=286, Speedup (Spd.)=0.68×2026.05 | 0.0612 | 0.0951 | — | 0.0403 | 0.0512 | — | |
| SID-MLPThroughput (Tput)=3,706, Speedup (Spd.)=8.74×2026.05 | 0.061 | 0.0953 | — | 0.0402 | 0.0512 | — | |
| Mamba2Throughput (Tput)=517, Speedup (Spd.)=1.22×2026.05 | 0.0589 | 0.0931 | — | 0.0386 | 0.0496 | — | |
| GDNThroughput (Tput)=510, Speedup (Spd.)=1.20×2026.05 | 0.0585 | 0.0914 | — | 0.038 | 0.0486 | — | |
| EARNThroughput (Tput)=822, Speedup (Spd.)=1.94×2026.05 | 0.0584 | 0.0921 | — | 0.0377 | 0.0486 | — | |
| SID-MLP++Throughput (Tput)=4,347, Speedup (Spd.)=10.25×2026.05 | 0.0578 | 0.0916 | — | 0.0378 | 0.0486 | — | |
| NEZHAThroughput (Tput)=3,082, Speedup (Spd.)=7.27×2026.05 | 0.056 | 0.0865 | — | 0.0368 | 0.0467 | — | |
| CAREBackbone=SETRec2026.02 | 0.05 | 0.076 | 0.1141 | 0.0332 | 0.0415 | 0.0511 | |
| ReaRec*Backbone=ReaRec*2026.02 | 0.0484 | 0.0598 | 0.0727 | 0.0334 | 0.037 | 0.0402 | |
| SETRecBackbone=SETRec2026.02 | 0.048 | 0.0742 | 0.1128 | 0.0322 | 0.0406 | 0.0503 | |
| RPGBackbone=RPG2026.02 | 0.0459 | 0.0653 | 0.0918 | 0.032 | 0.0383 | 0.045 | |
| AtSpeed-RThroughput (Tput)=94, Speedup (Spd.)=0.22×2026.05 | 0.0436 | 0.0637 | — | 0.0296 | 0.0361 | — | |
| HSTUBackbone=HSTU2026.02 | 0.0415 | 0.062 | 0.0918 | 0.0287 | 0.0352 | 0.0427 |