Personalized News Categorization on LaMP-2N 1.0 (test)
82.6AccuracyTAP-PER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TAP-PERBackbone=Qwen3-4B, variant=+Pu2026.06 | 82.6 | 60.9 | |
| OPPUBackbone=Qwen3-4B, variant=+pag2026.06 | 80.5 | 60.4 | |
| OPPUBackbone=Qwen3-4B, variant=+rag2026.06 | 79.3 | 60 | |
| RAGBackbone=Qwen3-4B, k=42026.06 | 78.7 | 55 | |
| P2PBackbone=Qwen3-4B, variant=single2026.06 | 78.7 | 54.7 | |
| PAGBackbone=Qwen3-4B, k=12026.06 | 78.5 | 55.5 | |
| OPPUBackbone=Qwen3-4B, variant=base2026.06 | 78.5 | 55.7 | |
| TAP-PERBackbone=Qwen3-4B, variant=+Pq2026.06 | 78.5 | 55 | |
| PAGBackbone=Qwen3-4B, k=02026.06 | 78.3 | 53.7 | |
| RAGBackbone=Qwen3-4B, k=22026.06 | 77.7 | 53 | |
| RAGBackbone=Qwen3-4B, k=12026.06 | 77 | 52 | |
| PER-PCSBackbone=Qwen3-4B, variant=+pag2026.06 | 76.8 | 54.1 | |
| TAP-PERBackbone=Qwen3-4B, variant=base2026.06 | 76.3 | 48.8 | |
| PER-PCSBackbone=Qwen3-4B, variant=+rag2026.06 | 74.9 | 52.1 | |
| PER-PCSBackbone=Qwen3-4B, variant=base2026.06 | 66.2 | 43 |