Movie Tagging on LaMP-2 Personalized Movie Tagging 1.0 (test)
69AccuracyTAP-PER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAP-PERBackbone=Qwen3-4B, variant=+Pu2026.06 | 69 | 62 | |
| P2PBackbone=Qwen3-4B, variant=single2026.06 | 68.3 | 52.5 | |
| TAP-PERBackbone=Qwen3-4B, variant=+Pq2026.06 | 58 | 52.7 | |
| PAGBackbone=Qwen3-4B, k=02026.06 | 56.5 | 52 | |
| PAGBackbone=Qwen3-4B, k=12026.06 | 55 | 49.9 | |
| TAP-PERBackbone=Qwen3-4B, variant=base2026.06 | 54.5 | 50.5 | |
| RAGBackbone=Qwen3-4B, k=42026.06 | 53.9 | 48.2 | |
| PER-PCSBackbone=Qwen3-4B, variant=+pag2026.06 | 53.8 | 43.4 | |
| RAGBackbone=Qwen3-4B, k=22026.06 | 53.6 | 48.6 | |
| PER-PCSBackbone=Qwen3-4B, variant=+rag2026.06 | 53.4 | 43.2 | |
| RAGBackbone=Qwen3-4B, k=12026.06 | 52 | 47.5 | |
| PER-PCSBackbone=Qwen3-4B, variant=base2026.06 | 49.1 | 40.2 | |
| OPPUBackbone=Qwen3-4B, variant=+rag2026.06 | 46.8 | 36.2 | |
| In-Prompt AugmentationBackbone=GPT-3.5, Evaluation Protocol=Zero-shot2023.04 | 46.6 | 41.8 | |
| OPPUBackbone=Qwen3-4B, variant=+pag2026.06 | 46.4 | 36.8 | |
| OPPUBackbone=Qwen3-4B, variant=base2026.06 | 42.7 | 35.8 | |
| In-Prompt AugmentationBackbone=FlanT5-XXL, Evaluation Protocol=Zero-shot2023.04 | 39.6 | 30.4 | |
| GPT-3.5Personalization=None, Evaluation Protocol=Zero-shot2023.04 | 38.2 | 29.9 | |
| FlanT5-XXLPersonalization=None, Evaluation Protocol=Zero-shot2023.04 | 36 | 27.6 |