Multi-scenario Multi-task Recommendation on KuaiRand-Pure
71.01S1 T1 AUCDNN-ST
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DNN-STStrategy=Multi-scenario Multi-task2025.12 | 71.01 | 71.78 | 77.96 | 79.41 | 72.7 | 73.06 | 74.32 | 0.4339 | |
| DNN-TStrategy=Multi-task2025.12 | 70.55 | 71.6 | 78.43 | 79.71 | 72.05 | 72.22 | 74.09 | 0.4408 | |
| MLoRA-SStrategy=Multi-scenario2025.12 | 70.34 | 71.33 | 78.61 | 80.03 | 72.41 | 72.72 | 74.24 | 0.4373 | |
| MMoE-STStrategy=Multi-scenario Multi-task2025.12 | 70.31 | 71.44 | 78.31 | 79.84 | 72.32 | 72.58 | 74.13 | 0.4373 | |
| AutoIFSStrategy=Multi-scenario Multi-task2025.12 | 70.2 | 72.18 | 78.85 | 80.23 | 73.2 | 73.57 | 74.71 | 0.4319 | |
| HiNetStrategy=Multi-scenario Multi-task2025.12 | 70.1 | 71.74 | 78.69 | 80.13 | 72.9 | 73.28 | 74.47 | 0.4347 | |
| MLoRA-STStrategy=Multi-scenario Multi-task2025.12 | 70.04 | 71.55 | 78.63 | 80.03 | 72.89 | 73.33 | 74.41 | 0.4329 | |
| DNN-SStrategy=Multi-scenario2025.12 | 69.96 | 71.93 | 78.32 | 79.78 | 72.52 | 72.95 | 74.24 | 0.4343 | |
| M2MStrategy=Multi-scenario Multi-task2025.12 | 69.83 | 70.84 | 78.8 | 80.2 | 72.74 | 73.05 | 74.24 | 0.4354 | |
| M3oEStrategy=Multi-scenario Multi-task2025.12 | 69.75 | 71.55 | 78.47 | 79.9 | 72.72 | 73.02 | 74.23 | 0.436 | |
| MMoE-TStrategy=Multi-task2025.12 | 69.44 | 70.64 | 78.53 | 79.99 | 72.27 | 72.64 | 73.92 | 0.4845 | |
| MMoE-SStrategy=Multi-scenario2025.12 | 69.43 | 70.49 | 78.51 | 79.98 | 72.06 | 72.43 | 73.81 | 0.4876 | |
| MLoRA-TStrategy=Multi-task2025.12 | 69.38 | 71.12 | 78.5 | 79.89 | 72.66 | 72.88 | 74.07 | 0.4368 |