Recommendation on MovieLens (test) (Hit@1)
26.31Hit@1CoARS
Evaluation results
| Method | Links | |
|---|---|---|
| CoARSBackbone=Qwen3-8B2026.04 | 26.31 | |
| RecoWorldBackbone=Qwen3-8B2026.04 | 17.24 | |
| CoARSBackbone=Qwen3-4B2026.04 | 15.05 | |
| iAgentBackbone=GPT-5.4-mini2026.04 | 13.62 | |
| RecoWorldBackbone=Qwen3-4B2026.04 | 10.75 | |
| AFLBackbone=GPT-5.4-mini2026.04 | 8.83 | |
| iAgentBackbone=Qwen3-8B2026.04 | 8.48 | |
| iAgentBackbone=Qwen3-4B2026.04 | 5.87 | |
| ReflexionBackbone=GPT-5.4-mini2026.04 | 5.68 | |
| AFLBackbone=Qwen3-8B2026.04 | 4.61 | |
| AFLBackbone=Qwen3-4B2026.04 | 4.04 | |
| ReflexionBackbone=Qwen3-8B2026.04 | 3.61 | |
| ReflexionBackbone=Qwen3-4B2026.04 | 2.48 |