bench rank quality · model lightonai/LateOn (late interaction) · split selection · code cb7356858ed5
249 queries · 182 live records · triggers on 173 lessons · 282 calibration-half null prompts
ordering, the model:                          hit@1 78.7% · hit@3 91.2% · hit@12 97.2% · MRR 0.855
ordering, full-text with triggers (no model): hit@1 70.7% · hit@3 85.5% · hit@12 94.8% · MRR 0.793  (a lesson the search never returns counts as last)
deciding: governing-lesson score median 0.938 · null prompts' best median 0.865 · AUC 0.831
