新增 Mimi 与仅用户 VAP 对比并统一流式评测

experiments/maai-ch-kyoto/results/streaming/cpc-user-only/predictions.csv

@@ -0,0 +1,45 @@
+call_id,decision_ms,user_text_at_decision,can_reply_now,confidence,reason,annotator,status,score_time_ms,score_age_ms,score,prediction_05
+2c83253a-7977-4e3c-a387-0aa1ea06fbe1,21780,贵州省遵义市仁怀市。,1,low,completed_answer,xlsx_draft,available,21700.0,80.0,0.9110461,1
+2c83253a-7977-4e3c-a387-0aa1ea06fbe1,29860,投诉建议。,1,low,completed_answer,xlsx_draft,available,29800.0,60.0,0.888879,1
+2c83253a-7977-4e3c-a387-0aa1ea06fbe1,48125,型号是24年380大众帕萨特星空龙腾版。,0,low,mid_turn_pause,xlsx_draft,available,48100.0,25.0,0.7241996,1
+2c83253a-7977-4e3c-a387-0aa1ea06fbe1,64000,行驶3万公里。,1,low,completed_answer,xlsx_draft,available,64000.0,0.0,0.9321202,1
+2c83253a-7977-4e3c-a387-0aa1ea06fbe1,76672,恒泰轮胎前门两条轮胎开裂,0,low,unfinished_expression,xlsx_draft,available,76600.0,72.0,0.8603527,1
+2c83253a-7977-4e3c-a387-0aa1ea06fbe1,88482,尽快，已经影响行车安全了。,1,low,completed_answer,xlsx_draft,available,88400.0,82.0,0.0225079,0
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,22007,宣传。,1,low,completed_answer,xlsx_draft,available,22000.0,7.0,0.9294046,1
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,31842,投诉建议。,1,low,completed_answer,xlsx_draft,available,31800.0,42.0,0.9358485,1
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,48536,爱车型号是大众帕萨特，购车时间2023年10月份,0,,mid_turn_pause,,available,48500.0,36.0,0.6997409,1
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,52348,爱车型号是大众帕萨特，购车时间2023年10月份，行驶里程24000多公里。,1,low,completed_answer,xlsx_draft,available,52200.0,148.0,0.9736262,1
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,65298,轮胎裂纹。,0,low,mid_turn_pause,xlsx_draft,available,65200.0,98.0,0.855021,1
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,67943,轮胎裂纹同意更换新轮胎。但是,0,low,mid_turn_pause,xlsx_draft,available,67900.0,43.0,0.6292937,1
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,70430,轮胎裂纹同意更换新轮胎。但是20,0,low,unfinished_expression,xlsx_draft,available,70400.0,30.0,0.0464852,0
+40ae686c-8196-4d7b-b7ad-3e12a427ebb6,82941,可以。,1,low,completed_answer,xlsx_draft,available,82900.0,41.0,0.8593753,1
+872a1e67-873a-4c49-a598-b38a670afcad,17153,我姓宋。,1,low,completed_answer,xlsx_draft,available,17100.0,53.0,0.885146,1
+872a1e67-873a-4c49-a598-b38a670afcad,24846,郑州市，河南郑州市。,1,low,completed_answer,xlsx_draft,available,24800.0,46.0,0.8653426,1
+872a1e67-873a-4c49-a598-b38a670afcad,33471,我的轮胎开裂了。,1,low,completed_answer,xlsx_draft,available,33400.0,71.0,0.932167,1
+872a1e67-873a-4c49-a598-b38a670afcad,44810,帕萨特,0,,mid_turn_pause,,available,44800.0,10.0,0.7817599,1
+872a1e67-873a-4c49-a598-b38a670afcad,45581,帕萨特,0,,mid_turn_pause,,available,45500.0,81.0,0.5207997,1
+872a1e67-873a-4c49-a598-b38a670afcad,47187,帕萨特L2025款 ,0,,mid_turn_pause,,available,47100.0,87.0,0.8099863,1
+872a1e67-873a-4c49-a598-b38a670afcad,49500,帕萨特L2025款2025年3月购车,1,,completed_turn,,available,49400.0,100.0,0.2200134,0
+872a1e67-873a-4c49-a598-b38a670afcad,52326,我的轮胎开裂了。,0,,mid_turn_pause,,available,52200.0,126.0,0.7189064,1
+872a1e67-873a-4c49-a598-b38a670afcad,54318,行驶里程29000公里。,1,,completed_turn,,available,54300.0,18.0,0.5467448,1
+a266b9ef-5e47-4434-a04c-ce4eacd52c19,18027,天津市。,1,low,completed_answer,xlsx_draft,available,18000.0,27.0,0.9173212,1
+a266b9ef-5e47-4434-a04c-ce4eacd52c19,24768,投诉。,1,low,completed_answer,xlsx_draft,available,24700.0,68.0,0.8803538,1
+a266b9ef-5e47-4434-a04c-ce4eacd52c19,41219,迈腾2023款330豪华版2.0T,0,,mid_turn_pause,,available,41100.0,119.0,0.8995477,1
+a266b9ef-5e47-4434-a04c-ce4eacd52c19,51080,迈腾2023款330豪华版2.0T。出现的问题是轮购车时间是2024年5月份，里程是6851公里。,0,low,unfinished_expression,xlsx_draft,available,51000.0,80.0,0.0312248,0
+a266b9ef-5e47-4434-a04c-ce4eacd52c19,68313,轮胎质量问题规律，排水槽横向竖向龟裂。,0,low,mid_turn_pause,xlsx_draft,available,68300.0,13.0,0.8629259,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,13540,辽宁葫芦岛。,1,low,completed_answer,xlsx_draft,available,13500.0,40.0,0.8859637,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,19620,,1,,completed_turn,,available,19600.0,20.0,0.93896,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,27520,投诉建议。,1,low,completed_answer,xlsx_draft,available,27500.0,20.0,0.9101271,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,41207,我是2023年,0,,mid_turn_pause,,available,41100.0,107.0,0.6600023,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,49204,我是2023年、2024年1月份购置的迈腾3302023款轿车,0,,mid_turn_pause,,available,49200.0,4.0,0.9278291,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,58424,我的轮胎,0,,mid_turn_pause,,available,58400.0,24.0,0.7119515,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,60790,我的轮胎行驶28000,0,low,unfinished_expression,xlsx_draft,available,60700.0,90.0,0.1023277,0
+cb3238dc-3946-42a5-aad8-9b9a54226363,70745,轮胎开裂,0,low,mid_turn_pause,xlsx_draft,available,70700.0,45.0,0.5115701,1
+cb3238dc-3946-42a5-aad8-9b9a54226363,73640,轮胎开裂，行驶28000公里，轮胎开裂,0,,mid_turn_pause,,available,73600.0,40.0,0.5752662,1
+e304f740-85d4-427e-9fd6-c5474e9cd737,11531,姓赵,1,,completed_turn,,available,11500.0,31.0,0.9062441,1
+e304f740-85d4-427e-9fd6-c5474e9cd737,18842,苏州昆山。,1,low,completed_answer,xlsx_draft,available,18800.0,42.0,0.8529236,1
+e304f740-85d4-427e-9fd6-c5474e9cd737,29619,投诉。,1,low,completed_answer,xlsx_draft,available,29600.0,19.0,0.8573185,1
+e304f740-85d4-427e-9fd6-c5474e9cd737,40701,帕萨特,0,low,mid_turn_pause,xlsx_draft,available,40700.0,1.0,0.7926001,1
+e304f740-85d4-427e-9fd6-c5474e9cd737,54600,24年11月份购买的帕萨特，15000公里左右。,1,low,completed_answer,xlsx_draft,available,54600.0,0.0,0.8717964,1
+e304f740-85d4-427e-9fd6-c5474e9cd737,62828,四条轮胎,0,,mid_turn_pause,,available,62800.0,28.0,0.4045498,0
+e304f740-85d4-427e-9fd6-c5474e9cd737,65819,四条轮胎，最近我在。,0,low,unfinished_expression,xlsx_draft,available,65800.0,19.0,0.6366698,1

experiments/maai-ch-kyoto/results/streaming/cpc-user-only/summary.json

@@ -0,0 +1,300 @@
+{
+  "model": "maai_user_only",
+  "name": "CPC 降噪机器人静音",
+  "evaluation_mode": "streaming",
+  "created_at": "2026-10-28T00:27:46.321764+00:00",
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+  "method": "Continuous full-call VAP outputs only. At each exact decision_ms, use the last score with availability timestamp <= decision_ms and age <= 2 * sample_interval_ms. No state reset, future score, interpolation or independent-window checkpoint. Availability includes source resampler buffering; score is the stored activity-projection proxy.",
+  "provenance": {
+    "source_export": "experiments/maai-ch-kyoto/results/user-only/score-timeline.json",
+    "source_export_sha256": "dd4959d14883746a13ab382e7a810d37e6d91014198ef53ff1e82e5ac6d61f5a",
+    "source_inference_provenance": {
+      "machine": "macOS-26.4.1-arm64-arm-64bit",
+      "hardware": "Apple M4 Mac mini / 16 GB",
+      "python": "3.11.15 (main, Mar 25 2026, 02:58:47) [Clang 22.1.1 ]",
+      "environment": "experiments/maai-ch-kyoto/.venv (uv.lock)",
+      "device": "cpu",
+      "threads": 4,
+      "dependencies": {
+        "maai": "0.2.22",
+        "torch": "2.14.1",
+        "transformers": "5.5.3",
+        "numpy": "2.4.6",
+        "soundfile": "0.14.0",
+        "soxr": "1.1.0"
+      },
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+      "frame_ms": 100,
+      "context_ms": 20000,
+      "use_kv_cache": true,
+      "seed": 42,
+      "channel_mapping": {
+        "0": "original user",
+        "1": "all-zero robot input"
+      },
+      "weight_sha256": {
+        "vap_mc_state_dict_ch_kyoto_10hz_20000msec.pt": "65b8a51aea6a257b5b9139107f0f0cf22f94523cd4b6a2e7a356b6c43a4596a8",
+        "60k_epoch4-d0f474de.pt": "d0f474de968c7243c20f43dee1626681618f2f150d3e638e82b79e22563b17f1"
+      },
+      "label_sha256": "780e50f976daf039ab976ea155bdb5d1ca5fffc792f9db7adf8063ec3048ff8e",
+      "history_sha256": "4c21e20b7323030d590276854f07b454ccbad627e1a7842101a22a99377ffbaa",
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+      "script_sha256": "93c8a69850cd444c8daa9525eda267cda5f4ca34393df5f175286d875aa19195",
+      "model_factory_sha256": "ca4d5825bd3d86ddc5f41c5fbf1267849e87cabaaa8da9eabd282cd6bbaac2fe",
+      "loader_sha256": "4a7b37e6b67e5c55c030bcc399ab58e6575e49592dbda87dc311ec88da38e1d2",
+      "audio_sha256": {
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+        "a266b9ef-5e47-4434-a04c-ce4eacd52c19": "9a7ebe093e66aaaa08ac462f975b7d428df79a38ed5b418265b82c77d8b91f46",
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+        "e304f740-85d4-427e-9fd6-c5474e9cd737": "44672603d0cf9feac41275e99d59baa4cafbdcdbb172da23de52aa0a2a4961d2"
+      }
+    },
+    "source_model_sha256": {},
+    "label_sha256": "780e50f976daf039ab976ea155bdb5d1ca5fffc792f9db7adf8063ec3048ff8e",
+    "evaluation_script_sha256": "85d0b5f0f8dcf73cc6ee1b651e5a2cfc0b40e95024aacb0bd3ed975079ad9507"
+  },
+  "limitations": [
+    "Selected-point classification on six recorded calls, not endpointing-policy cutoff/latency.",
+    "Uses stored rounded continuous scores; no new inference or model-speed measurement.",
+    "No prior output or stale output is unavailable, not a negative/zero prediction.",
+    "Archived independent-window results are a separate evaluation protocol."
+  ]
+}