MIRIAD Benchmark Reproduction: Hybrid Search Hits 0.8476 NDCG@10
philipvollet · x · 2026-08-29
A developer released reproduction scripts and results for the MIRIAD benchmark on the BEIR NFCorpus split. The comparison shows BM25 achieving 0.7506 NDCG@10. The hybrid approach combining BM25 with Voyage chunk-max (MRL-1024 int8) achieved the highest score of 0.8476, though storage increased to 1.9GB.
More from Research
- pMLX Optimizes Qwen and GLM with Expert Paging, Runs Large MoEs on 37GB RAM — EyalToledano · 2026-08-29
- Dactyl automates iOS engine dev using fleet of agents & pixel diffing — alexisgallagher · 2026-08-29
- FACT: Robots Learn from Failures Using Failure-Aware Causal Training — ZeYanjie · 2026-08-29
- Tencent's Hy4 Cites Zhihu Research: Identity Matrix Beats DeepSeek's mHC — tokenbender · 2026-08-29
- Neural Network Basics: Train CNNs with PyTorch & TensorFlow — Al_Grigor · 2026-08-29
- Decision Trees & Ensembles: XGBoost Tuning and Feature Importance — Al_Grigor · 2026-08-29