results/eval.json

{
 "model": "jgalego/knot2vec",
 "data": "jgalego/knot2vec-diagrams",
 "max_crossings": 128,
 "gallery": 12965,
 "chance_top1": 7.7e-05,
 "seen": {
  "n": 46676,
  "top1": 0.874,
  "top5": 0.978,
  "signature_accuracy": 0.926,
  "determinant_within_10pct": 0.264,
  "volume_mae": 1.21,
  "top1_by_crossings": {
   "3": 0.75,
   "5": 0.5,
   "6": 1.0,
   "7": 0.821,
   "8": 0.861,
   "9": 0.727,
   "10": 0.731,
   "11": 0.84,
   "12": 0.851,
   "13": 0.884
  }
 },
 "unseen": {
  "n": 5184,
  "top1": 0.867,
  "top5": 0.976,
  "signature_accuracy": 0.896,
  "determinant_within_10pct": 0.246,
  "volume_mae": 1.373,
  "top1_by_crossings": {
   "4": 0.75,
   "5": 0.75,
   "6": 1.0,
   "8": 0.917,
   "9": 0.8,
   "10": 0.779,
   "11": 0.782,
   "12": 0.852,
   "13": 0.878
  }
 }
}