Micro-video recommendation on Bili_movie
8.39H@10DFF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DFFFeature extraction strategy=Dual Feature Fusion2025.12 | 8.39 | 4.71 | 11.56 | 5.51 | |
| Video-LaVITFeature extraction strategy=hidden-state-centric, ID embedding fusion=true2025.12 | 8.12 | 4.54 | 11.51 | 5.39 | |
| MiniCPM-V 4.5Feature extraction strategy=hidden-state-centric, ID embedding fusion=true2025.12 | 7.99 | 4.49 | 11.42 | 5.31 | |
| Video-LaVITFeature extraction strategy=caption-centric, ID embedding fusion=true2025.12 | 7.89 | 4.5 | 11.44 | 5.33 | |
| MiniCPM-V 2.6Feature extraction strategy=hidden-state-centric, ID embedding fusion=true2025.12 | 7.81 | 4.52 | 11.39 | 5.22 | |
| MiniCPM-V 4.5Feature extraction strategy=caption-centric, ID embedding fusion=true2025.12 | 7.8 | 4.53 | 11.3 | 5.24 | |
| MiniCPM-V 2.6Feature extraction strategy=caption-centric, ID embedding fusion=true2025.12 | 7.72 | 4.49 | 11.09 | 5.13 | |
| GRU4RecFeature extraction strategy=VideoRec2025.12 | 7.7 | 4.51 | 11.32 | 5.27 | |
| SASRecFeature extraction strategy=VideoRec2025.12 | 7.69 | 4.49 | 11.02 | 5.23 | |
| SASRecFeature extraction strategy=IDRec2025.12 | 7.6 | 4.41 | 10.74 | 5.2 | |
| NextItNetFeature extraction strategy=VideoRec2025.12 | 7.12 | 43.6 | 10.71 | 5.06 | |
| NextItNetFeature extraction strategy=IDRec2025.12 | 6.91 | 4.33 | 10.56 | 4.98 | |
| GRU4RecFeature extraction strategy=IDRec2025.12 | 6.21 | 4.27 | 10.12 | 4.62 |