space_capacity.json

{
 "question": "does discrimination in the shared space saturate as the pool grows",
 "queries": 5000,
 "query_note": "5,000 held-out COCO first captions, datacenter L47 states, shipped head",
 "image_control_cos": 0.9999998211860657,
 "pools": {
  "1000": {
   "median_rank": 1.0,
   "median_rank_fraction_of_pool": 0.001,
   "r@1": 0.5196,
   "r@10": 0.9052
  },
  "4000": {
   "median_rank": 3.0,
   "median_rank_fraction_of_pool": 0.00075,
   "r@1": 0.3242,
   "r@10": 0.7358
  },
  "16000": {
   "median_rank": 10.0,
   "median_rank_fraction_of_pool": 0.000625,
   "r@1": 0.194,
   "r@10": 0.5088
  },
  "64000": {
   "median_rank": 38.0,
   "median_rank_fraction_of_pool": 0.00059375,
   "r@1": 0.0996,
   "r@10": 0.3136
  },
  "123287": {
   "median_rank": 70.0,
   "median_rank_fraction_of_pool": 0.0005677808690291758,
   "r@1": 0.07,
   "r@10": 0.2374
  }
 },
 "participation_ratio": 84.47737884521484,
 "dims_for_99pct_variance": 210,
 "dims_total": 1024
}