{
  "checkpoint": "/shared/augmem/triembed/checkpoints/ess_aist_full_v9_subjectfix_l4k/best_model.pt",
  "split": "val",
  "records_path": "/shared/augmem/triembed/checkpoints/ess_ait_86m_20260430T035907Z/ess_corpus_v9_subject_media_wit4096_speech100k_wavcaps100k_librispeech360_subjectfix/val.jsonl",
  "views": {
    "semantic_key": {
      "event_same_different_auc": {
        "auc": 0.827451141075551,
        "positive_pairs": 181625,
        "negative_pairs": 453539,
        "positive_mean": 0.8296324522244216,
        "negative_mean": 0.6291148030260264
      },
      "same_subject_different_event_rejection_auc": {
        "auc": 0.6695206182798321,
        "positive_pairs": 181625,
        "negative_pairs": 175759,
        "positive_mean": 0.8296324522244216,
        "negative_mean": 0.7356056283701664
      },
      "stale_same_source_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8296324522244216,
        "negative_mean": null
      },
      "wrong_active_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8296324522244216,
        "negative_mean": null
      },
      "topic_shift_rejection_auc": {
        "auc": 0.8994650340280883,
        "positive_pairs": 181625,
        "negative_pairs": 340388,
        "positive_mean": 0.8296324522244216,
        "negative_mean": 0.5938547173777865
      }
    },
    "subject_key": {
      "event_same_different_auc": {
        "auc": 0.8854762132187833,
        "positive_pairs": 181625,
        "negative_pairs": 453539,
        "positive_mean": 0.8070377156889529,
        "negative_mean": 0.5549017710295172
      },
      "same_subject_different_event_rejection_auc": {
        "auc": 0.7381349173591332,
        "positive_pairs": 181625,
        "negative_pairs": 175759,
        "positive_mean": 0.8070377156889529,
        "negative_mean": 0.6661491519755037
      },
      "stale_same_source_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8070377156889529,
        "negative_mean": null
      },
      "wrong_active_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8070377156889529,
        "negative_mean": null
      },
      "topic_shift_rejection_auc": {
        "auc": 0.9512869887738572,
        "positive_pairs": 181625,
        "negative_pairs": 340388,
        "positive_mean": 0.8070377156889529,
        "negative_mean": 0.5185315754949175
      }
    },
    "event_key": {
      "event_same_different_auc": {
        "auc": 0.8193492434516296,
        "positive_pairs": 181625,
        "negative_pairs": 453539,
        "positive_mean": 0.8111014214781179,
        "negative_mean": 0.560698310072904
      },
      "same_subject_different_event_rejection_auc": {
        "auc": 0.6806606788615208,
        "positive_pairs": 181625,
        "negative_pairs": 175759,
        "positive_mean": 0.8111014214781179,
        "negative_mean": 0.673238928121084
      },
      "stale_same_source_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8111014214781179,
        "negative_mean": null
      },
      "wrong_active_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8111014214781179,
        "negative_mean": null
      },
      "topic_shift_rejection_auc": {
        "auc": 0.8968700248558907,
        "positive_pairs": 181625,
        "negative_pairs": 340388,
        "positive_mean": 0.8111014214781179,
        "negative_mean": 0.5184466918134688
      }
    },
    "full_key": {
      "event_same_different_auc": {
        "auc": 0.8518429254835135,
        "positive_pairs": 181625,
        "negative_pairs": 453539,
        "positive_mean": 0.8179552220574594,
        "negative_mean": 0.5906047553254696
      },
      "same_subject_different_event_rejection_auc": {
        "auc": 0.6938164439467958,
        "positive_pairs": 181625,
        "negative_pairs": 175759,
        "positive_mean": 0.8179552220574594,
        "negative_mean": 0.6977020526065576
      },
      "stale_same_source_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8179552220574594,
        "negative_mean": null
      },
      "wrong_active_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8179552220574594,
        "negative_mean": null
      },
      "topic_shift_rejection_auc": {
        "auc": 0.9288029360785891,
        "positive_pairs": 181625,
        "negative_pairs": 340388,
        "positive_mean": 0.8179552220574594,
        "negative_mean": 0.553700150467076
      }
    },
    "prefix_512": {
      "event_same_different_auc": {
        "auc": 0.827451141075551,
        "positive_pairs": 181625,
        "negative_pairs": 453539,
        "positive_mean": 0.8296324522244216,
        "negative_mean": 0.6291148030260264
      },
      "same_subject_different_event_rejection_auc": {
        "auc": 0.6695206182798321,
        "positive_pairs": 181625,
        "negative_pairs": 175759,
        "positive_mean": 0.8296324522244216,
        "negative_mean": 0.7356056283701664
      },
      "stale_same_source_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8296324522244216,
        "negative_mean": null
      },
      "wrong_active_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8296324522244216,
        "negative_mean": null
      },
      "topic_shift_rejection_auc": {
        "auc": 0.8994650340280883,
        "positive_pairs": 181625,
        "negative_pairs": 340388,
        "positive_mean": 0.8296324522244216,
        "negative_mean": 0.5938547173777865
      }
    },
    "prefix_1024": {
      "event_same_different_auc": {
        "auc": 0.8613090604277244,
        "positive_pairs": 181625,
        "negative_pairs": 453539,
        "positive_mean": 0.8195616576529665,
        "negative_mean": 0.5971227166902979
      },
      "same_subject_different_event_rejection_auc": {
        "auc": 0.7009197337402358,
        "positive_pairs": 181625,
        "negative_pairs": 175759,
        "positive_mean": 0.8195616576529665,
        "negative_mean": 0.7044079956623066
      },
      "stale_same_source_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8195616576529665,
        "negative_mean": null
      },
      "wrong_active_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8195616576529665,
        "negative_mean": null
      },
      "topic_shift_rejection_auc": {
        "auc": 0.934646406192986,
        "positive_pairs": 181625,
        "negative_pairs": 340388,
        "positive_mean": 0.8195616576529665,
        "negative_mean": 0.5615511370717131
      }
    },
    "prefix_1536": {
      "event_same_different_auc": {
        "auc": 0.8518429254835135,
        "positive_pairs": 181625,
        "negative_pairs": 453539,
        "positive_mean": 0.8179552220574594,
        "negative_mean": 0.5906047553254696
      },
      "same_subject_different_event_rejection_auc": {
        "auc": 0.6938164439467958,
        "positive_pairs": 181625,
        "negative_pairs": 175759,
        "positive_mean": 0.8179552220574594,
        "negative_mean": 0.6977020526065576
      },
      "stale_same_source_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8179552220574594,
        "negative_mean": null
      },
      "wrong_active_rejection_auc": {
        "auc": null,
        "positive_pairs": 181625,
        "negative_pairs": 0,
        "positive_mean": 0.8179552220574594,
        "negative_mean": null
      },
      "topic_shift_rejection_auc": {
        "auc": 0.9288029360785891,
        "positive_pairs": 181625,
        "negative_pairs": 340388,
        "positive_mean": 0.8179552220574594,
        "negative_mean": 0.553700150467076
      }
    }
  }
}