Explainable Recommendation on Yelp
0.3852BLEUBEAT w/o Macro
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BEAT w/o MacroModel type=Our Proposed, Zero-shot=true2025.12 | 0.3852 | -4.5691 | 0.3272 | |
| TEA-GLMModel type=LLM Based, Zero-shot=true2025.12 | 0.3844 | -4.5452 | 0.3067 | |
| Attn2seqModel type=ID Based, Zero-shot=true2025.12 | 0.3834 | -4.604 | 0.1841 | |
| BEATModel type=Our Proposed, Zero-shot=true2025.12 | 0.3771 | -4.5442 | 0.3302 | |
| XRecModel type=LLM Based, Zero-shot=true2025.12 | 0.3565 | -4.6226 | 0.2871 | |
| PLETERModel type=LLM Based, Zero-shot=true2025.12 | 0.347 | -4.5996 | 0.3252 | |
| GraphGPTModel type=LLM Based, Zero-shot=true2025.12 | 0.3399 | -4.5275 | 0.2958 | |
| Time-LLMModel type=LLM Based, Zero-shot=true2025.12 | 0.3368 | -4.5933 | 0.3135 | |
| PETERModel type=ID Based, Zero-shot=true2025.12 | 0.3329 | -4.6469 | 0.1675 | |
| BEAT w/o MicroModel type=Our Proposed, Zero-shot=true2025.12 | 0.3136 | -4.5545 | 0.2793 | |
| NRTModel type=ID Based, Zero-shot=true2025.12 | 0.3112 | -5.0841 | 0.2652 | |
| BEAT w/o SARModel type=Our Proposed, Zero-shot=true2025.12 | 0.2967 | -4.5019 | 0.3124 | |
| XRec-ProfileModel type=LLM Based, Zero-shot=true2025.12 | 0.2925 | -4.5955 | 0.2579 |