Recommendation on LastFM (test)
22.12Hit@1CoARS
Evaluation Results
| Method | Links | |
|---|---|---|
| CoARSBackbone=Qwen3-8B2026.04 | 22.12 | |
| RecoWorldBackbone=Qwen3-8B2026.04 | 19.85 | |
| CoARSBackbone=Qwen3-4B2026.04 | 18.38 | |
| iAgentBackbone=GPT-5.4-mini2026.04 | 15.83 | |
| RecoWorldBackbone=Qwen3-4B2026.04 | 12.48 | |
| iAgentBackbone=Qwen3-8B2026.04 | 6.48 | |
| iAgentBackbone=Qwen3-4B2026.04 | 4.12 | |
| AFLBackbone=GPT-5.4-mini2026.04 | 3.01 | |
| AFLBackbone=Qwen3-8B2026.04 | 2.15 | |
| ReflexionBackbone=GPT-5.4-mini2026.04 | 1.69 | |
| AFLBackbone=Qwen3-4B2026.04 | 1.51 | |
| ReflexionBackbone=Qwen3-8B2026.04 | 0.96 | |
| ReflexionBackbone=Qwen3-4B2026.04 | 0.87 |