{ "protocol": "Vision side held fixed (DINOv2-base segments). Only the text encoder varies. All encoders are trained on text alone; no vision-language model is admissible. Priced by the anchor bound, since field correlation was shown not to govern recovery.", "vg_part_oracle_ceiling": 0.359, "rows": [ { "encoder": "PPMI (incumbent)", "dimension": 128, "correlation": 0.7154847097529566, "anchor_bound": 0.2890625 }, { "encoder": "MiniLM-L6 (22M)", "dimension": 384, "correlation": 0.7181425459501315, "anchor_bound": 0.328125 }, { "encoder": "mpnet-base (110M)", "dimension": 768, "correlation": 0.725563692615733, "anchor_bound": 0.340625 }, { "encoder": "bert-base (110M)", "dimension": 768, "correlation": 0.7420831753105741, "anchor_bound": 0.340625 }, { "encoder": "BGE-large (335M)", "dimension": 1024, "correlation": 0.7283621429669194, "anchor_bound": 0.3078125 }, { "encoder": "Qwen2.5-0.5B", "dimension": 896, "correlation": 0.7278852227261461, "anchor_bound": 0.325 }, { "encoder": "Qwen2.5-1.5B", "dimension": 1536, "correlation": 0.7281876334842069, "anchor_bound": 0.3109375 } ] }