Recommendation on MIND
81.96AccuracyTALLRec
Evaluation results
| Method | Links | |
|---|---|---|
| TALLRecInference Setting=Direct Full-history Sequence Models w/o Preference Inference2026.01 | 81.96 | |
| ALIGNXPLORE+Inference Setting=Streaming Preference Inference2026.01 | 71.8 | |
| ALIGNXPLORE+Inference Setting=Full-history Preference Inference2026.01 | 71.36 | |
| Qwen3-32BthinkingInference Setting=Full-history Preference Inference2026.01 | 67.63 | |
| Qwen3-32BthinkingInference Setting=Streaming Preference Inference2026.01 | 66.6 | |
| Qwen3-8BthinkingInference Setting=Streaming Preference Inference2026.01 | 66.13 | |
| Qwen3-8BthinkingInference Setting=Full-history Preference Inference2026.01 | 66.1 | |
| DeepSeek-R1-671BInference Setting=Full-history Preference Inference2026.01 | 65.53 | |
| GPT-OSS-20BInference Setting=Streaming Preference Inference2026.01 | 64.93 | |
| DeepSeek-R1-671BInference Setting=Streaming Preference Inference2026.01 | 64.3 | |
| GPT-OSS-20BInference Setting=Full-history Preference Inference2026.01 | 64.16 | |
| Qwen3-8Bnon-thinkingInference Setting=Direct Full-history Sequence Models w/o Preference Inference2026.01 | 63.03 | |
| ALIGNXPLOREInference Setting=Full-history Preference Inference2026.01 | 61.23 | |
| DS-R1-Distill-Qwen-7BInference Setting=Full-history Preference Inference2026.01 | 61.2 | |
| DS-R1-Distill-Qwen-7BInference Setting=Streaming Preference Inference2026.01 | 61.16 | |
| ALIGNXPLOREInference Setting=Streaming Preference Inference2026.01 | 60.66 |