Generative Recommendation on Instrument
7.86H@5Normal GR + ComeIR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Normal GR + ComeIRLLM backbone=LLaMA3-1B, Quantization=RQ-KMeans2026.05 | 7.86 | 9.87 | 6.81 | 7.52 | |
| NEZHA + ComeIRLLM backbone=LLaMA3-1B, Quantization=RQ-KMeans2026.05 | 7.84 | 9.82 | 6.8 | 7.47 | |
| Normal GR + ComeIRLLM backbone=LLaMA3-1B, Quantization=RQ-VAE2026.05 | 7.77 | 9.7 | 6.66 | 7.32 | |
| NEZHA + ComeIRLLM backbone=LLaMA3-1B, Quantization=RQ-VAE2026.05 | 7.76 | 9.66 | 6.64 | 7.28 | |
| Normal GRLLM backbone=LLaMA3-1B, Quantization=RQ-KMeans2026.05 | 7.57 | 9.49 | 6.62 | 7.16 | |
| NEZHALLM backbone=LLaMA3-1B, Quantization=RQ-KMeans2026.05 | 7.54 | 9.44 | 6.6 | 7.11 | |
| Normal GRLLM backbone=LLaMA3-1B, Quantization=RQ-VAE2026.05 | 7.48 | 9.32 | 6.46 | 6.96 | |
| NEZHALLM backbone=LLaMA3-1B, Quantization=RQ-VAE2026.05 | 7.47 | 9.29 | 6.44 | 6.93 | |
| Normal GR + TMLLM backbone=LLaMA3-1B, Quantization=RQ-KMeans2026.05 | 7.39 | 9.31 | 6.44 | 6.98 | |
| NEZHA + TMLLM backbone=LLaMA3-1B, Quantization=RQ-KMeans2026.05 | 7.36 | 9.26 | 6.42 | 6.93 | |
| Normal GR + TMLLM backbone=LLaMA3-1B, Quantization=RQ-VAE2026.05 | 7.31 | 9.15 | 6.29 | 6.79 | |
| NEZHA + TMLLM backbone=LLaMA3-1B, Quantization=RQ-VAE2026.05 | 7.29 | 9.11 | 6.26 | 6.75 | |
| Normal GR + ComeIRBackbone=Qwen3-0.6B, Quantization=RQ-KMeans2026.05 | 0.0848 | 0.1039 | 0.0727 | 0.0792 | |
| NEZHA + ComeIRBackbone=Qwen3-0.6B, Quantization=RQ-KMeans2026.05 | 0.0845 | 0.1035 | 0.0723 | 0.0791 | |
| Normal GR + ComeIRBackbone=Qwen3-0.6B, Quantization=RQ-VAE2026.05 | 0.0834 | 0.1021 | 0.0709 | 0.0772 | |
| NEZHA + ComeIRBackbone=Qwen3-0.6B, Quantization=RQ-VAE2026.05 | 0.0831 | 0.1015 | 0.0705 | 0.0767 | |
| Normal GRBackbone=Qwen3-0.6B, Quantization=RQ-KMeans2026.05 | 0.0817 | 0.0999 | 0.0705 | 0.0754 | |
| NEZHABackbone=Qwen3-0.6B, Quantization=RQ-KMeans2026.05 | 0.0814 | 0.0996 | 0.0702 | 0.0753 | |
| Normal GRBackbone=Qwen3-0.6B, Quantization=RQ-VAE2026.05 | 0.0804 | 0.0982 | 0.0688 | 0.0735 | |
| NEZHABackbone=Qwen3-0.6B, Quantization=RQ-VAE2026.05 | 0.0801 | 0.0977 | 0.0684 | 0.073 | |
| Normal GR + TMBackbone=Qwen3-0.6B, Quantization=RQ-KMeans2026.05 | 0.0801 | 0.0983 | 0.0689 | 0.0738 | |
| NEZHA + TMBackbone=Qwen3-0.6B, Quantization=RQ-KMeans2026.05 | 0.0797 | 0.0979 | 0.0685 | 0.0736 | |
| Normal GR + TMBackbone=Qwen3-0.6B, Quantization=RQ-VAE2026.05 | 0.0788 | 0.0966 | 0.0672 | 0.0719 | |
| NEZHA + TMBackbone=Qwen3-0.6B, Quantization=RQ-VAE2026.05 | 0.0784 | 0.096 | 0.0667 | 0.0713 |