Long-sequence CTR prediction on MicroVideo (test)
0.699GAUCTWIN + CollectiveKV
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TWIN + CollectiveKVstrategy=CollectiveKV2026.01 | 0.699 | 0.7074 | 0.4226 | 0.016 | |
| ETA + CollectiveKVstrategy=CollectiveKV2026.01 | 0.6984 | 0.7015 | 0.4295 | 0.012 | |
| TWINstrategy=standard2026.01 | 0.6984 | 0.7064 | 0.4233 | 0 | |
| SIM + CollectiveKVstrategy=CollectiveKV2026.01 | 0.6973 | 0.7057 | 0.4203 | 0.016 | |
| ETAstrategy=standard2026.01 | 0.696 | 0.6911 | 0.4325 | — | |
| SIMstrategy=standard2026.01 | 0.6954 | 0.6933 | 0.4282 | — | |
| SDIM + CollectiveKVstrategy=CollectiveKV2026.01 | 0.6883 | 0.6871 | 0.4323 | 0.012 | |
| HSTU + CollectiveKVstrategy=CollectiveKV2026.01 | 0.6862 | 0.7385 | 0.41 | 0.043 | |
| HSTUstrategy=standard2026.01 | 0.6859 | 0.7381 | 0.4101 | — | |
| SDIMstrategy=standard2026.01 | 0.6857 | 0.6749 | 0.4389 | — |