Long-sequence CTR prediction on Ebnerd Small (test)
70.51GAUCTWIN + CollectiveKV
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TWIN + CollectiveKVstrategy=CollectiveKV2026.01 | 70.51 | 70.81 | 0.2679 | 1.6 | |
| ETA + CollectiveKVstrategy=CollectiveKV2026.01 | 70.2 | 70.32 | 0.2686 | 2.7 | |
| SIM + CollectiveKVstrategy=CollectiveKV2026.01 | 70.03 | 70.88 | 0.2749 | 2.7 | |
| SIMstrategy=standard2026.01 | 69.75 | 70.24 | 0.2754 | — | |
| TWINstrategy=standard2026.01 | 69.69 | 70.28 | 0.271 | — | |
| SDIM + CollectiveKVstrategy=CollectiveKV2026.01 | 69.41 | 69.56 | 0.2713 | 0.8 | |
| ETAstrategy=standard2026.01 | 69.31 | 69.9 | 0.2717 | — | |
| SDIMstrategy=standard2026.01 | 68.9 | 69.48 | 0.276 | — |