deja-cue-data / data /reference /robustness /hard_negative_margins.json
Haofan Cao
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{
"comparison": {
"baseline": "absolute_k3",
"delta": "treatment_minus_baseline_within_query",
"history_aggregation": "median_query_delta_then_unweighted_history_mean",
"treatment": "query_only_k3"
},
"definitions": {
"joint_identity_state": "best positive score minus the best non-target-window score outside the query state's co-visible interval",
"sibling_state": "best positive score minus the best target-window score matching a sibling state at tIoU >= 0.5"
},
"identity_accuracy": {
"absolute_k3": {
"accuracy_percent": 93.75,
"num_correct": 15,
"num_queries": 16
},
"query_only_k3": {
"accuracy_percent": 100.0,
"num_correct": 16,
"num_queries": 16
}
},
"kind": "deja_cue_hard_negative_margin_evidence",
"paired_margins": {
"joint_identity_state": {
"bootstrap": {
"num_resamples": 10000,
"seed": 3407,
"unit": "history"
},
"field": "double_margin",
"history_median_deltas": [
{
"delta": 10.19008994102478,
"history_id": "R01",
"label": "torchocolate"
},
{
"delta": -19.73056983947754,
"history_id": "R04",
"label": "americano"
},
{
"delta": 3.937692165374756,
"history_id": "R02",
"label": "espresso"
},
{
"delta": 0.24031293392181396,
"history_id": "R03",
"label": "tamping"
}
],
"num_pairs": 16,
"num_positive_pairs": 9,
"reported_history_bootstrap_95ci": [
-13.813504338264465,
7.702645689249039
],
"reported_history_macro_delta": -1.3406186997890472
},
"sibling_state": {
"bootstrap": {
"num_resamples": 10000,
"seed": 3407,
"unit": "history"
},
"field": "temporal_margin",
"history_median_deltas": [
{
"delta": 10.77767276763916,
"history_id": "R01",
"label": "torchocolate"
},
{
"delta": -3.2630481719970703,
"history_id": "R04",
"label": "americano"
},
{
"delta": 3.0493907928466797,
"history_id": "R02",
"label": "espresso"
},
{
"delta": -1.3268628120422363,
"history_id": "R03",
"label": "tamping"
}
],
"num_pairs": 16,
"num_positive_pairs": 10,
"reported_history_bootstrap_95ci": [
-2.2949554920196533,
7.751538872718811
],
"reported_history_macro_delta": 2.3092881441116333
}
},
"schema_version": 1
}