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Seyyed_arc/docs/ai-agent/evals/phase-10/latest.json
2026-08-21 00:15:57 +00:00

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{
"dataset_version": "2026-08-19.v1",
"index": {
"kind": "inverted_keyword_v1",
"tools": 180,
"postings": 522,
"build_ms": 15.352,
"memory_bytes_est": 120048
},
"candidate_recall": [
{
"n": 20,
"queries": 443,
"candidate_recall": 0.9458,
"latency_p50_ms": 0.758,
"latency_p95_ms": 0.999,
"avg_latency_ms": 0.757
},
{
"n": 50,
"queries": 443,
"candidate_recall": 0.9865,
"latency_p50_ms": 0.841,
"latency_p95_ms": 1.137,
"avg_latency_ms": 0.826
},
{
"n": 100,
"queries": 443,
"candidate_recall": 0.9887,
"latency_p50_ms": 0.848,
"latency_p95_ms": 1.338,
"avg_latency_ms": 0.881
},
{
"n": 200,
"queries": 443,
"candidate_recall": 0.9887,
"latency_p50_ms": 0.858,
"latency_p95_ms": 1.347,
"avg_latency_ms": 0.892
}
],
"chosen_candidate_n": 100,
"target_candidate_recall": 0.99,
"indexed_final": [
{
"k": 10,
"candidate_n": 100,
"recall": 0.9503,
"mrr": 0.7831,
"ndcg": 0.8012
},
{
"k": 15,
"candidate_n": 100,
"recall": 0.9707,
"mrr": 0.7845,
"ndcg": 0.8086
},
{
"k": 20,
"candidate_n": 100,
"recall": 0.9774,
"mrr": 0.7849,
"ndcg": 0.811
}
],
"baseline_final": [
{
"k": 10,
"recall": 0.9549
},
{
"k": 15,
"recall": 0.9752
},
{
"k": 20,
"recall": 0.9819
}
],
"no_match": {
"queries": 30,
"empty_candidate_set": 15,
"empty_rate": 0.5
},
"flags": {
"INDEXED_CANDIDATE_RETRIEVAL": false,
"VECTOR_CANDIDATE_RETRIEVAL": false,
"CANDIDATE_RETRIEVAL_N": 100,
"HYBRID_TOOL_DISCOVERY": false,
"ADAPTIVE_DISCOVERY_K": false,
"ADAPTIVE_K_ROLLOUT_PERCENT": 0,
"PROGRESSIVE_SCHEMA_LOADING": false
},
"note": "Candidate retrieval is opt-in. Production still ranks the full authorized set at K=48/128. Vector ANN is not production."
}