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Diffstat (limited to 'artifacts')
| -rw-r--r-- | artifacts/vg_5k/encoder_matrix.json | 48 |
1 files changed, 48 insertions, 0 deletions
diff --git a/artifacts/vg_5k/encoder_matrix.json b/artifacts/vg_5k/encoder_matrix.json new file mode 100644 index 0000000..a4dc2d9 --- /dev/null +++ b/artifacts/vg_5k/encoder_matrix.json @@ -0,0 +1,48 @@ +{ + "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 + } + ] +}
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