Reflex-1 / benchmark-summary.json
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Focus on base, Reflex-1 and matched Laya results across four benchmarks
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{
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"support": 20,
"predicted": 72,
"tp": 11
},
"get_battery_info": {
"support": 20,
"predicted": 11,
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},
"get_device_info": {
"support": 20,
"predicted": 0,
"tp": 0
},
"get_media_info": {
"support": 20,
"predicted": 6,
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},
"get_storage_info": {
"support": 20,
"predicted": 12,
"tp": 2
},
"phone_health_check": {
"support": 20,
"predicted": 23,
"tp": 3
},
"save_note": {
"support": 20,
"predicted": 4,
"tp": 3
},
"search_local_files": {
"support": 20,
"predicted": 37,
"tp": 7
},
"search_notes": {
"support": 20,
"predicted": 15,
"tp": 7
}
}
}
},
"warm": {
"complete": true,
"rows": 179,
"decisions": 179,
"accuracy": 0.2346368715083799,
"record_accuracy": 0.2346368715083799,
"failures": 0,
"mean_latency_ms": 24943.137572150823,
"p50_latency_ms": 25439.408916000048,
"p95_latency_ms": 26702.532874999633,
"by_question": {
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"macro_f1": 0.2249065700491057,
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"support": 19,
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"get_battery_info": {
"support": 20,
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"get_device_info": {
"support": 20,
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},
"get_media_info": {
"support": 20,
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"get_storage_info": {
"support": 20,
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},
"phone_health_check": {
"support": 20,
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},
"save_note": {
"support": 20,
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"tp": 3
},
"search_local_files": {
"support": 20,
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}
}
}
},
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"resources": {
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"battery_c_min": 31.8,
"battery_c_max": 37.4,
"ap_c_max": 53.0,
"skin_c_max": 42.6,
"sampled_max_pss_kib": 782891,
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"requested_cache_values": [
false
],
"requests_with_cache_reporting": 180,
"requests_reporting_nonzero_cached_tokens": 0,
"mean_reported_cached_tokens": 0,
"cached_fraction_of_reported_input_tokens": 0.0,
"mean_server_prompt_evaluated_tokens": 357.1722222222222,
"note": "Measured server usage across all responses, including first request. Missing cache reporting means unknown, not zero. Requested flag alone does not prove reuse."
},
"groups": {
"coverage": {
"everyday": {
"rows": 90,
"decisions": 90,
"correct_decisions": 17,
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"boundary": {
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"indirect": {
"rows": 45,
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},
"workflow": {
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},
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},
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"support": 20,
"correct": 0,
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},
"get_media_info": {
"support": 20,
"correct": 3,
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},
"get_storage_info": {
"support": 20,
"correct": 2,
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},
"save_note": {
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},
"search_notes": {
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},
"phone_health_check": {
"support": 20,
"correct": 3,
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},
"search_local_files": {
"support": 20,
"correct": 7,
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},
"get_battery_info": {
"support": 20,
"correct": 6,
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}
}
},
"calibration": {
"valid_decisions": 0,
"note": "No decision probability distribution available"
},
"predictions_sha256": "7d1a0e8b0942562ae8eed7ad24b3b99d3e23119397062b3200026988eaeed38f"
}
],
"paired_fresh180": {
"qwen-fresh180": {
"n": 180,
"reflex_only_correct": 125,
"baseline_only_correct": 3,
"accuracy_difference": 0.6777777777777778,
"paired_bootstrap_95ci": [
0.6,
0.75
],
"exact_mcnemar_two_sided_p": 2.0549580818052442e-33,
"bootstrap_seed": 3407,
"bootstrap_replicates": 10000
},
"qwen-legacy-fresh180": {
"n": 180,
"reflex_only_correct": 69,
"baseline_only_correct": 5,
"accuracy_difference": 0.35555555555555557,
"paired_bootstrap_95ci": [
0.2777777777777778,
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],
"exact_mcnemar_two_sided_p": 1.8345664258432237e-15,
"bootstrap_seed": 3407,
"bootstrap_replicates": 10000
},
"qwen-legacy-cached-fresh180": {
"n": 180,
"reflex_only_correct": 70,
"baseline_only_correct": 4,
"accuracy_difference": 0.36666666666666664,
"paired_bootstrap_95ci": [
0.28888888888888886,
0.4444444444444444
],
"exact_mcnemar_two_sided_p": 1.2898469490022716e-16,
"bootstrap_seed": 3407,
"bootstrap_replicates": 10000
}
},
"complete": true,
"original_expanded_queue_complete": false,
"required_jobs": [
"qwen-fresh180",
"qwen-legacy-cached-fresh180",
"qwen-legacy-fresh180",
"run-01"
],
"deferred_jobs": [
"beta-fresh180",
"reflex-historical90",
"qwen-historical90",
"qwen-cached-fresh180",
"reflex-typed_decisions",
"reflex-banking77",
"reflex-clinc150",
"beta-typed_decisions",
"beta-banking77",
"beta-clinc150"
],
"privacy": "Aggregate metrics only; no held-out requests, per-case responses, reviewer IDs or device-property dumps.",
"runtime": "Android CPU build11443 f0c41e0168dfd4b5ef72b21d1a311b24cc7a894a; 4 inference/batch threads; Q4_K_M; phone ctx2048, general ctx4096; USB powered",
"cohort_caveat": "Fresh180 and original historical90 are distinct; historical PyTorch reference used reviewed88. Raw Qwen prompt/JSON grammar treatment is specifically documented, not all possible Qwen inference configurations."
}