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lodestone-base-4096-v1

Sentence Similarity
sentence-transformers
PyTorch
English
bert
feature-extraction
mteb
custom_code
Eval Results
text-embeddings-inference
Model card Files Community
4
lodestone-base-4096-v1
File size: 1,402 Bytes 
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{
  "dataset_revision": "d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46",
  "mteb_dataset_name": "SprintDuplicateQuestions",
  "mteb_version": "1.1.0",
  "test": {
    "cos_sim": {
      "accuracy": 0.997039603960396,
      "accuracy_threshold": 0.8038696646690369,
      "ap": 0.9040809844250262,
      "f1": 0.8453181583031557,
      "f1_threshold": 0.8038696646690369,
      "precision": 0.8756698821007503,
      "recall": 0.817
    },
    "dot": {
      "accuracy": 0.997039603960396,
      "accuracy_threshold": 0.8038696050643921,
      "ap": 0.9040809844250263,
      "f1": 0.8453181583031557,
      "f1_threshold": 0.8038696050643921,
      "precision": 0.8756698821007503,
      "recall": 0.817
    },
    "euclidean": {
      "accuracy": 0.997039603960396,
      "accuracy_threshold": 0.6263071894645691,
      "ap": 0.904080982863383,
      "f1": 0.8453181583031557,
      "f1_threshold": 0.6263071894645691,
      "precision": 0.8756698821007503,
      "recall": 0.817
    },
    "evaluation_time": 6.81,
    "manhattan": {
      "accuracy": 0.997,
      "accuracy_threshold": 13.793682098388672,
      "ap": 0.9039771161966652,
      "f1": 0.8432989690721648,
      "f1_threshold": 13.853282928466797,
      "precision": 0.8702127659574468,
      "recall": 0.818
    },
    "max": {
      "accuracy": 0.997039603960396,
      "ap": 0.9040809844250263,
      "f1": 0.8453181583031557
    }
  }
}