Micro-video recommendation on MicroLens
10.2H@10DFF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DFFFeature extraction strategy=Dual Feature Fusion2025.12 | 10.2 | 5.77 | 14.14 | 6.76 | |
| Video-LaVITFeature extraction strategy=hidden-state-centric, ID embedding fusion=true2025.12 | 9.75 | 5.45 | 13.53 | 6.4 | |
| MiniCPM-V 4.5Feature extraction strategy=hidden-state-centric, ID embedding fusion=true2025.12 | 9.65 | 5.42 | 13.43 | 6.37 | |
| Video-LaVITFeature extraction strategy=caption-centric, ID embedding fusion=true2025.12 | 9.64 | 5.41 | 13.34 | 6.34 | |
| MiniCPM-V 2.6Feature extraction strategy=hidden-state-centric, ID embedding fusion=true2025.12 | 9.58 | 5.4 | 13.41 | 6.36 | |
| MiniCPM-V 4.5Feature extraction strategy=caption-centric, ID embedding fusion=true2025.12 | 9.56 | 5.37 | 13.33 | 6.32 | |
| GRU4RecFeature extraction strategy=VideoRec2025.12 | 9.54 | 5.17 | 13.77 | 6.23 | |
| SASRecFeature extraction strategy=VideoRec2025.12 | 9.48 | 5.15 | 13.64 | 6.19 | |
| MiniCPM-V 2.6Feature extraction strategy=caption-centric, ID embedding fusion=true2025.12 | 9.46 | 5.33 | 13.17 | 6.27 | |
| SASRecFeature extraction strategy=IDRec2025.12 | 9.09 | 5.17 | 12.78 | 6.1 | |
| NextItNetFeature extraction strategy=VideoRec2025.12 | 8.62 | 4.66 | 12.46 | 5.62 | |
| NextItNetFeature extraction strategy=IDRec2025.12 | 8.05 | 4.42 | 11.75 | 5.35 | |
| GRU4RecFeature extraction strategy=IDRec2025.12 | 7.82 | 4.23 | 11.47 | 5.15 |