From 3e720845b76ee26289416e1539bd7786419097bf Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Mon, 31 Aug 2026 10:46:14 -0700 Subject: [PATCH 01/11] =?UTF-8?q?Add=20Laurens,=20IA=20benchmark=20bundle?= =?UTF-8?q?=20=E2=80=94=20the=20first=20rural=20split?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Phase 0 intent: rural / small-town streetscape on a consumer 360 rig. Every existing split is urban, suburban, or a college town; Laurens is 1.91 km2 and 1,264 people. It answers whether the operating point holds where sidewalks are intermittent and driveway aprons outnumber ramps. Imagery: Mapillary, GoPro Max 5760x2880, all captured 2025-11 by a single uploader in 19 sequences — the most uniform vintage of any split. Detection run: 4,495 panos, 9.3% with an operational detection. Strata are 5 top / 64 random / 25 empty = 94, not the standard 5/95/25. The shortfall is geometric, not a sampling artifact: _spread walks the whole candidate pool greedily, and the town saturates at 64 detection panos held 30 m apart. The unbiased column (random + empty) is therefore 89 panos against the usual 120, so its intervals are correspondingly wider. Strata definitions and the de-clustering rule are unchanged. 111 operational detections to adjudicate. Archive reconciled 1:1, zero decay. Still outstanding per docs/adding_a_benchmark_city.md: GT review, the BENCHMARK_SPLITS allowlist, and the downstream pooled numbers. Co-Authored-By: Claude Opus 5 Claude-Session: https://claude.ai/code/session_01SF2s8wWUM6HphV1xuYju21 --- benchmark/laurens/records.jsonl | 94 +++++++++++++++++++++++++++++++++ benchmark/laurens/sample.json | 15 ++++++ 2 files changed, 109 insertions(+) create mode 100644 benchmark/laurens/records.jsonl create mode 100644 benchmark/laurens/sample.json diff --git a/benchmark/laurens/records.jsonl b/benchmark/laurens/records.jsonl new file mode 100644 index 00000000..93acf28d --- /dev/null +++ b/benchmark/laurens/records.jsonl @@ -0,0 +1,94 @@ +{"detections": [{"x_normalized": 0.11328125, "y_normalized": 0.5859375, "confidence": 0.8560178279876709}], "label_type": "CurbRamp", "model_id": "rampnet-model", "model_training_date": "08-21-2025", "api_version": "1.0.0", "pano": {"panorama_id": "1048171837395171", "capture_date": "2025-11", "width": 5760, "height": 2880, "lat": 42.845539471603, "lng": -94.845082443797, "camera_heading": 281.39798462605, "camera_pitch": null, "camera_roll": 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"empty_sample": 25, + "seed": 0, + "min_spacing_m": 30, + "min_confidence": 0.55, + "selected": 94, + "groups": { + "top": 5, + "random": 64, + "empty": 25 + } +} From 5f3e12fb3f752165b14ce79c0035d3367cd7b96f Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Mon, 31 Aug 2026 10:47:07 -0700 Subject: [PATCH 02/11] Pin Laurens imagery bytes before GT review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit digest 7485886ea08f671b over 94 panos, verify clean. Written now rather than after review so it records the bytes the reviewer actually sees — Mapillary re-serves thumb_original_url from a signed, expiring URL, so "the same pano id" is not a guarantee of the same pixels later. docs/adding_a_benchmark_city.md still does not mention this step; it postdates the runbook. Every other split carries one. 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"82946c563762f7626cb0461adbf970324532a2ce439ef85d8107ec47332b1b66", + "width": 5760 + }, + "878422481186005": { + "bytes": 1850153, + "file": "878422481186005.jpg", + "height": 2880, + "sha256": "5646e102972b237679d6f8572200c8ac52c42abe7f9591b7b7fc15e731b9878f", + "width": 5760 + } + } +} \ No newline at end of file From 517b3cfde430ac030620689b29b414f90295c09f Mon Sep 17 00:00:00 2001 From: Jon Froehlich Date: Mon, 31 Aug 2026 12:22:05 -0700 Subject: [PATCH 03/11] =?UTF-8?q?Add=20Laurens=20GT=20verdicts=20=E2=80=94?= =?UTF-8?q?=20recall=200.390,=20the=20benchmark's=20worst=20by=202x?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 94/94 panos reviewed, all 111 detections judged, 190 missed-ramp marks. Precision 0.898 (95% CI 0.827-0.942) unbiased 0.863 Recall 0.390 (95% CI 0.331-0.451) unbiased 0.325 Precision is unremarkable — mid-pack. Recall is roughly half the next-worst split (clovis 0.650), and three things say it is a real failure mode rather than a small or ramp-poor sample: - Laurens is ramp-RICH: 2.65 ramps/pano, 3rd of 10 splits, ahead of richmond, annapolis and morgantown. Misses/pano is 1.62 against a 0.45-1.19 range everywhere else. - The misses are NOT far-field. In all nine other splits missed ramps sit nearer the horizon than detected ones (delta -0.013 to -0.030 in normalized y); Laurens is the only split where the delta is positive (+0.004). It is missing near, well-resolved ramps. - Not a lighting artifact either. The reviewer noted leaf litter on three panos, but measured over a 2%-width window the missed and detected ramps sit in the same light: median luminance 94.6 vs 97.4, 47% vs 42% in shadow. The leaf/shadow reading is not supported. What the miss crops do show, visually and so far unmeasured, is flush or minimal-reveal ramps — a street cross-section close to at-grade, which is the rural design this split was added to probe. The GSV arm of this same town (runs/laurens_gsv, 2,137 panos, 2024-09, leaf-free) is the discriminator and is not yet reviewed: if its recall is also ~0.35 the cause is ramp geometry, if ~0.75 it is rig or season. Co-Authored-By: Claude Opus 5 Claude-Session: https://claude.ai/code/session_01SF2s8wWUM6HphV1xuYju21 --- benchmark/laurens/verdicts.json | 1610 +++++++++++++++++++++++++++++++ 1 file changed, 1610 insertions(+) create mode 100644 benchmark/laurens/verdicts.json diff --git a/benchmark/laurens/verdicts.json b/benchmark/laurens/verdicts.json new file mode 100644 index 00000000..0bdca82a --- /dev/null +++ b/benchmark/laurens/verdicts.json @@ -0,0 +1,1610 @@ +{ + "run_key": "laurens", + "run_name": "laurens", + "source": "benchmark\\laurens\\records.jsonl", + "exported_at": "2026-08-31T19:17:59.027Z", + "panos": { + "1824905744811261": { + "group": "empty", + "dets": [], + "missed": [], + "no_missed": true + }, + "1895225997772744": { + "group": "random", + "dets": [ + true + ], + "missed": [ + { + "x": 0.2517912679877559, + "y": 0.5842889315974601 + } + ], + "no_missed": false + }, + "2102336717175440": { + "group": "empty", + "dets": [], + "missed": [], + "no_missed": true + }, + 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2001 From: Jon Froehlich Date: Mon, 31 Aug 2026 13:28:05 -0700 Subject: [PATCH 04/11] Register Laurens as the 8th US split; pin two published studies Phase 4-5 of docs/adding_a_benchmark_city.md. Extraction + gate: operating_point_curve.py extract --cities laurens (94 panos, local GPU) low_floor_sweep.py parity --cities laurens -> 111/111, 100.0% EXACT, med R 0.000. Bit-exact, which is what a Mapillary split should be. Registries: US_SPLITS in low_floor_sweep and miss_decomposition, TIER (mapillary), BENCHMARK_SPLITS, SERIES, and SPLIT_HEADER in scoreboard_render (a touchpoint the Phase 5 table does not list). tier_of() already resolves GoPro Max to action-modern, so no new branch. SERIES takes slot 7 (#4a3aa7) -- the categorical slot the manual_gold fold vacated, so no new hue is invented. Pooled numbers move, as the runbook warns they will: thr 0.30 P 0.9002 -> 0.8991 R 0.7927 -> 0.7640 (-2.9 pts) thr 0.55 P 0.9637 -> 0.9594 R 0.7223 -> 0.6864 (-3.6 pts) n_panos 859 -> 953 Precision is untouched; the recall drop is Laurens' own 0.390 entering the pool, not a regression anywhere else. farfield_forensics.py and silent_activation.py both read the live US_SPLITS but are FROZEN studies -- their tests pin the committed result JSONs to numbers quoted in the issues' section 0c. Registering a city silently restated both. Each now carries its own PUBLISHED_SPLITS / US_SPLITS tuple with the reason, and their tests read that instead, so the published findings stay reproducible and a future split cannot rewrite them by accident. Laurens is absent from those two studies for that reason alone; it is pooled everywhere else. Also refreshed: op/*.csv (sweep, hist, gtbias, floor, distance), op_cache/laurens.json, scoreboard.json, model_scoreboard.md and the five scoreboard figures. The split date range test moves to 2026-08-31, Laurens' review date. NOT resolved here -- eight tests in test_scoreboard.py still fail, and they should not be silenced by bumping constants. No challenger model has been scored on Laurens, so every one of them becomes partial coverage (7/8) and drops out of the pooled tables, and test_ap_ordering_is_not_an_artifact_of_the_floor now compares RampNet's 8-split AP against a 7-split YOLO AP -- 0.829 vs 0.730, a margin of 0.0993 against an asserted 0.1. That is a population mismatch, not a stale constant. See the PR for the decision it needs. Co-Authored-By: Claude Opus 5 Claude-Session: https://claude.ai/code/session_01SF2s8wWUM6HphV1xuYju21 --- analysis_out/op/confidence_calibration.csv | 55 +- analysis_out/op/confidence_calibration.json | 441 ++++++-- analysis_out/op/low_floor_sweep.csv | 210 ++-- analysis_out/op/recall_by_distance.csv | 3 + analysis_out/op/storage_floor.csv | 3 +- analysis_out/op/tp_origin_by_bin.csv | 10 + analysis_out/op_cache/laurens.json | 1 + analysis_out/scoreboard.json | 1031 +++++++++---------- docs/figures/scoreboard_by_split.png | Bin 267834 -> 267895 bytes docs/figures/scoreboard_f1.png | Bin 131642 -> 58314 bytes docs/figures/scoreboard_generalization.png | Bin 160755 -> 105495 bytes docs/figures/scoreboard_pr.png | Bin 190550 -> 142977 bytes docs/figures/scoreboard_pr_curves.png | Bin 188171 -> 95465 bytes docs/model_scoreboard.md | 167 ++- scripts/analysis/farfield_forensics.py | 21 +- scripts/analysis/low_floor_sweep.py | 2 +- scripts/analysis/miss_decomposition.py | 4 +- scripts/analysis/plot_operating_point.py | 1 + scripts/analysis/scoreboard_render.py | 1 + scripts/analysis/silent_activation.py | 11 +- scripts/export_benchmark.py | 2 +- tests/test_export_benchmark.py | 2 +- tests/test_farfield_forensics.py | 7 +- tests/test_silent_activation.py | 6 +- 24 files changed, 1206 insertions(+), 772 deletions(-) create mode 100644 analysis_out/op_cache/laurens.json diff --git a/analysis_out/op/confidence_calibration.csv b/analysis_out/op/confidence_calibration.csv index b954d01c..047b9e24 100644 --- a/analysis_out/op/confidence_calibration.csv +++ b/analysis_out/op/confidence_calibration.csv @@ -132,6 +132,25 @@ gainesville,0.8,0.85,21,2,0.9130434782608695,0.7320359570190598,0.97582050459276 gainesville,0.85,0.9,34,0,1.0,0.8984820937803899,1.0 gainesville,0.9,0.95,29,0,1.0,0.8830264055344442,1.0 gainesville,0.95,1.0,18,0,1.0,0.8241154494176252,1.0 +laurens,0.05,0.1,22,85,0.205607476635514,0.13988321742546095,0.2917381232985993 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a/analysis_out/op/confidence_calibration.json +++ b/analysis_out/op/confidence_calibration.json @@ -1632,6 +1632,236 @@ ] } ], + "laurens": [ + { + "lo": 0.05, + "hi": 0.1, + "n_true": 22, + "n_false": 85, + "n": 107, + "precision": 0.205607476635514, + "ci": [ + 0.13988321742546095, + 0.2917381232985993 + ] + }, + { + "lo": 0.1, + "hi": 0.15, + "n_true": 11, + "n_false": 33, + "n": 44, + "precision": 0.25, + "ci": [ + 0.14574066080685744, + 0.39440849808414946 + ] + }, + { + "lo": 0.15, + "hi": 0.2, + "n_true": 10, + "n_false": 17, + "n": 27, + "precision": 0.37037037037037035, + "ci": [ + 0.21532287067936856, + 0.5577109537655369 + ] + }, + { + "lo": 0.2, + "hi": 0.25, + "n_true": 9, + "n_false": 8, + "n": 17, + "precision": 0.5294117647058824, + "ci": [ + 0.30962897311549487, + 0.738351988039119 + ] + }, + { + "lo": 0.25, + "hi": 0.3, + "n_true": 12, + "n_false": 5, + "n": 17, + "precision": 0.7058823529411765, + "ci": [ + 0.468664666737861, + 0.8672020613444361 + ] + }, + { + "lo": 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tier:action-legacy,0.15,0.7404255319148936,0.8923076923076924,0.8093023255813955,0.6808243956354904,0.7922925153213948,0.8409792201033665,0.9284774730634558,174,61,21,21,2.048,125 diff --git a/analysis_out/op/recall_by_distance.csv b/analysis_out/op/recall_by_distance.csv index 7e3cf33d..ec387033 100644 --- a/analysis_out/op/recall_by_distance.csv +++ b/analysis_out/op/recall_by_distance.csv @@ -20,6 +20,9 @@ paterson,far (>25 m),88,0.4318181818181818,0.5227272727272727,8 gainesville,near (<12.5 m),99,0.7777777777777778,0.8383838383838383,6 gainesville,mid (12.5-25 m),123,0.7398373983739838,0.8617886178861789,15 gainesville,far (>25 m),50,0.3,0.42,6 +laurens,near (<12.5 m),180,0.4388888888888889,0.5722222222222222,24 +laurens,mid (12.5-25 m),60,0.3,0.4666666666666667,10 +laurens,far (>25 m),9,0.0,0.0,0 budapest_district5,near (<12.5 m),150,0.58,0.6933333333333334,17 budapest_district5,mid (12.5-25 m),88,0.4431818181818182,0.6363636363636364,17 budapest_district5,far (>25 m),50,0.48,0.58,5 diff --git a/analysis_out/op/storage_floor.csv b/analysis_out/op/storage_floor.csv index 91fbd77e..6bd0b4e1 100644 --- a/analysis_out/op/storage_floor.csv +++ b/analysis_out/op/storage_floor.csv @@ -6,7 +6,8 @@ morgantown,267,7,12,0.8876404494382022,0.8614232209737828,0.8164794007490637,0.7 annapolis,294,9,10,0.9013605442176871,0.8707482993197279,0.8367346938775511,0.7380952380952381,265,256,246,217 paterson,395,1,9,0.7569620253164557,0.7544303797468355,0.7316455696202532,0.6810126582278481,299,298,289,269 gainesville,272,6,14,0.8897058823529411,0.8676470588235294,0.8161764705882353,0.6727941176470589,242,236,222,183 +laurens,249,22,21,0.7831325301204819,0.6947791164658634,0.6104417670682731,0.3895582329317269,195,173,152,97 budapest_district5,300,7,18,0.7566666666666667,0.7333333333333333,0.6733333333333333,0.51,227,220,202,153 sao_paulo,281,2,10,0.8683274021352313,0.8612099644128114,0.8256227758007118,0.6512455516014235,244,242,232,183 manual_gold,3919,19,48,0.920387854044399,0.9155396784894105,0.9032916560347027,0.8494513906608829,3607,3588,3540,3329 -POOLED,2060,45,60,0.870873786407767,0.8490291262135923,0.8199029126213592,0.7223300970873786,1794,1749,1689,1488 +POOLED,2309,67,81,0.8614118666089217,0.8323949761801646,0.7973148549155479,0.6864443482026852,1989,1922,1841,1585 diff --git a/analysis_out/op/tp_origin_by_bin.csv b/analysis_out/op/tp_origin_by_bin.csv index d05deea2..dd682487 100644 --- a/analysis_out/op/tp_origin_by_bin.csv +++ b/analysis_out/op/tp_origin_by_bin.csv @@ -69,6 +69,16 @@ gainesville,0.6,31,0 gainesville,0.7,35,2 gainesville,0.8,55,0 gainesville,0.9,47,0 +laurens,0.0,0,22 +laurens,0.1,0,21 +laurens,0.2,0,21 +laurens,0.3,0,17 +laurens,0.4,0,16 +laurens,0.5,9,1 +laurens,0.6,24,0 +laurens,0.7,20,0 +laurens,0.8,34,0 +laurens,0.9,10,0 budapest_district5,0.0,0,7 budapest_district5,0.1,0,18 budapest_district5,0.2,0,9 diff --git a/analysis_out/op_cache/laurens.json 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0.818359375, 0.05982570722699165]], "gt": {"gt_points": [], "ignore_points": [], "fn_confirmed": true}}]} \ No newline at end of file diff --git a/analysis_out/scoreboard.json b/analysis_out/scoreboard.json index 64ef5d8a..c86c8a65 100644 --- a/analysis_out/scoreboard.json +++ b/analysis_out/scoreboard.json @@ -6,7 +6,8 @@ "morgantown", "annapolis", "paterson", - "gainesville" + "gainesville", + "laurens" ], "city_splits": [ "richmond", @@ -16,6 +17,7 @@ "annapolis", "paterson", "gainesville", + "laurens", "budapest_district5", "sao_paulo" ], @@ -27,6 +29,7 @@ "annapolis", "paterson", "gainesville", + "laurens", "budapest_district5", "sao_paulo", "manual_gold" @@ -40,45 +43,20 @@ "unregistered_exports": [], "curves": { "rampnet": { - "ap": 0.844306, - "n_points": 2882, + "ap": 0.829036, + "n_points": 3242, "marks": { "0.55": { - "recall": 0.72233, - "precision": 0.963731, - "f1": 0.825749 + "recall": 0.686444, + "precision": 0.959443, + "f1": 0.800303 }, "0.30": { - "recall": 0.792718, - "precision": 0.900221, - "f1": 0.843056 + "recall": 0.763967, + "precision": 0.899083, + "f1": 0.826036 } } - }, - "google/owlv2-large-patch14-ensemble": { - "ap": 0.092832, - "n_points": 57480, - "marks": {} - }, - "IDEA-Research/grounding-dino-base": { - "ap": 0.035978, - "n_points": 63344, - "marks": {} - }, - "y11l_pano": { - "ap": 0.726311, - "n_points": 2868, - "marks": {} - }, - "y11x_pano_h200": { - "ap": 0.734334, - "n_points": 2507, - "marks": {} - }, - "y26_pano": { - "ap": 0.608235, - "n_points": 5594, - "marks": {} } }, "splits": { @@ -117,6 +95,11 @@ "n_gt": 272, "pooled": true }, + "laurens": { + "n_panos": 94, + "n_gt": 249, + "pooled": true + }, "budapest_district5": { "n_panos": 125, "n_gt": 300, @@ -144,7 +127,7 @@ "class": "purpose-trained", "operating_point": 0.55, "operating_point_note": "0.55", - "coverage": "7/7", + "coverage": "8/8", "complete": true, "pooled_splits": [ "richmond", @@ -153,22 +136,23 @@ "morgantown", "annapolis", "paterson", - "gainesville" + "gainesville", + "laurens" ], - "precision": 0.958231, - "recall": 0.727867, - "f1": 0.826981, - "ap": 0.848699, - "ap_bundle": 0.719941, + "precision": 0.95072, + "recall": 0.685578, + "f1": 0.791536, + "ap": 0.828944, + "ap_bundle": 0.677051, "ap_is_substituted": true, - "fp_per_pano": 0.071356, - "micro_precision": 0.960897, - "micro_recall": 0.72767, - "f1_min": 0.801153, + "fp_per_pano": 0.077064, + "micro_precision": 0.956835, + "micro_recall": 0.691208, + "f1_min": 0.543417, "f1_max": 0.854578, - "f1_min_split": "clovis", + "f1_min_split": "laurens", "f1_max_split": "richmond", - "n_splits_run": 10, + "n_splits_run": 11, "budapest_district5_f1": 0.644211, "budapest_district5_precision": 0.874286, "budapest_district5_recall": 0.51, @@ -192,8 +176,8 @@ "class": "supervised", "operating_point": 0.25, "operating_point_note": "0.25", - "coverage": "7/7", - "complete": true, + "coverage": "7/8", + "complete": false, "pooled_splits": [ "richmond", "bend", @@ -240,8 +224,8 @@ "class": "supervised", "operating_point": 0.25, "operating_point_note": "0.25", - "coverage": "7/7", - "complete": true, + "coverage": "7/8", + "complete": false, "pooled_splits": [ "richmond", "bend", @@ -288,8 +272,8 @@ "class": "supervised", "operating_point": 0.25, "operating_point_note": "0.25", - "coverage": "7/7", - "complete": true, + "coverage": "7/8", + "complete": false, "pooled_splits": [ "richmond", "bend", @@ -326,6 +310,90 @@ "manual_gold_recall": 0.738964, "manual_gold_ap": 0.843378 }, + { + "model": "mask2former-vistas-curb-cut", + "label": "mask2former-vistas-curb-cut", + "spec": "vistas:curb-cut", + "provider": "vistas", + "standing": false, + "display": "Mask2Former Vistas (curb cut)", + "class": "supervised-transfer", + "operating_point": 0.0, + "operating_point_note": "export floor", + "coverage": "1/8", + "complete": false, + "pooled_splits": [ + "richmond" + ], + "precision": 0.411429, + "recall": 0.696774, + "f1": 0.517365, + "ap": 0.512564, + "ap_bundle": 0.512564, + "ap_is_substituted": false, + "fp_per_pano": 2.491935, + "micro_precision": 0.411429, + "micro_recall": 0.696774, + "f1_min": 0.517365, + "f1_max": 0.517365, + "f1_min_split": "richmond", + "f1_max_split": "richmond", + "n_splits_run": 1, + "budapest_district5_f1": null, + "budapest_district5_precision": null, + "budapest_district5_recall": null, + "budapest_district5_ap": null, + "sao_paulo_f1": null, + "sao_paulo_precision": null, + "sao_paulo_recall": null, + "sao_paulo_ap": null, + "manual_gold_f1": null, + "manual_gold_precision": null, + "manual_gold_recall": null, + "manual_gold_ap": null + }, + { + "model": "mask2former-vistas-curb-cut+curb", + "label": "mask2former-vistas-curb-cut+curb", + "spec": "vistas:curb-cut+curb", + "provider": "vistas", + "standing": false, + "display": "Mask2Former Vistas (+curb)", + "class": "supervised-transfer", + "operating_point": 0.0, + "operating_point_note": "export floor", + "coverage": "1/8", + "complete": false, + "pooled_splits": [ + "richmond" + ], + "precision": 0.125625, + "recall": 0.648387, + "f1": 0.210471, + "ap": 0.089131, + "ap_bundle": 0.089131, + "ap_is_substituted": false, + "fp_per_pano": 11.282258, + "micro_precision": 0.125625, + "micro_recall": 0.648387, + "f1_min": 0.210471, + "f1_max": 0.210471, + "f1_min_split": "richmond", + "f1_max_split": "richmond", + "n_splits_run": 1, + "budapest_district5_f1": null, + "budapest_district5_precision": null, + "budapest_district5_recall": null, + "budapest_district5_ap": null, + "sao_paulo_f1": null, + "sao_paulo_precision": null, + "sao_paulo_recall": null, + "sao_paulo_ap": null, + "manual_gold_f1": null, + "manual_gold_precision": null, + "manual_gold_recall": null, + "manual_gold_ap": null + }, { "model": "gemini-3.1-pro-preview", "label": "gemini-3.1-pro-preview", @@ -336,8 +404,8 @@ "class": "chat-vlm", "operating_point": 0.0, "operating_point_note": "no score", - "coverage": "7/7", - "complete": true, + "coverage": "7/8", + "complete": false, "pooled_splits": [ "richmond", "bend", @@ -374,6 +442,48 @@ "manual_gold_recall": null, "manual_gold_ap": null }, + { + "model": "claude-opus-5-effort-low", + "label": "claude-opus-5", + "spec": "claude:claude-opus-5", + "provider": "claude", + "standing": false, + "display": "Claude Opus 5 (low)", + "class": "chat-vlm", + "operating_point": 0.0, + "operating_point_note": "no score", + "coverage": "1/8", + "complete": false, + "pooled_splits": [ + "annapolis" + ], + "precision": 0.572347, + "recall": 0.605442, + "f1": 0.58843, + "ap": null, + "ap_bundle": null, + "ap_is_substituted": false, + "fp_per_pano": 1.064, + "micro_precision": 0.572347, + "micro_recall": 0.605442, + "f1_min": 0.58843, + "f1_max": 0.58843, + "f1_min_split": "annapolis", + "f1_max_split": "annapolis", + "n_splits_run": 1, + "budapest_district5_f1": null, + "budapest_district5_precision": null, + "budapest_district5_recall": null, + "budapest_district5_ap": null, + "sao_paulo_f1": null, + "sao_paulo_precision": null, + "sao_paulo_recall": null, + "sao_paulo_ap": null, + "manual_gold_f1": null, + "manual_gold_precision": null, + "manual_gold_recall": null, + "manual_gold_ap": null + }, { "model": "gemini-3.7-flash", "label": "gemini-3.7-flash", @@ -384,8 +494,8 @@ "class": "chat-vlm", "operating_point": 0.0, "operating_point_note": "no score", - "coverage": "7/7", - "complete": true, + "coverage": "7/8", + "complete": false, "pooled_splits": [ "richmond", "bend", @@ -432,8 +542,8 @@ "class": "chat-vlm", "operating_point": 0.0, "operating_point_note": "no score", - "coverage": "7/7", - "complete": true, + "coverage": "7/8", + "complete": false, "pooled_splits": [ "richmond", "bend", @@ -471,95 +581,221 @@ "manual_gold_ap": null }, { - "model": "Qwen/Qwen3-VL-32B-Instruct", - "label": "Qwen/Qwen3-VL-32B-Instruct", - "spec": "qwen:Qwen/Qwen3-VL-32B-Instruct", - "provider": "qwen", - "standing": true, - "display": "Qwen3-VL-32B", + "model": "claude-opus-5-effort-high", + "label": "claude-opus-5", + "spec": "claude:claude-opus-5", + "provider": "claude", + "standing": false, + "display": "Claude Opus 5 (high)", "class": "chat-vlm", "operating_point": 0.0, "operating_point_note": "no score", - "coverage": "7/7", - "complete": true, + "coverage": "1/8", + "complete": false, "pooled_splits": [ - "richmond", - "bend", - "clovis", - "morgantown", - "annapolis", - "paterson", - "gainesville" + "annapolis" ], - "precision": 0.664401, - "recall": 0.246286, - "f1": 0.355773, + "precision": 0.429844, + "recall": 0.656463, + "f1": 0.519515, "ap": null, "ap_bundle": null, "ap_is_substituted": false, - "fp_per_pano": 0.288787, - "micro_precision": 0.675, - "micro_recall": 0.249029, - "f1_min": 0.16763, - "f1_max": 0.426914, - "f1_min_split": "gainesville", - "f1_max_split": "richmond", - "n_splits_run": 10, - "budapest_district5_f1": 0.078788, - "budapest_district5_precision": 0.433333, - "budapest_district5_recall": 0.043333, + "fp_per_pano": 2.048, + "micro_precision": 0.429844, + 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"claude:claude-sonnet-5", + "provider": "claude", + "standing": false, + "display": "Claude Sonnet 5 (low)", "class": "chat-vlm", "operating_point": 0.0, "operating_point_note": "no score", - "coverage": "7/7", - "complete": true, + "coverage": "1/8", + "complete": false, "pooled_splits": [ - "richmond", - "bend", - "clovis", - "morgantown", - "annapolis", - "paterson", - "gainesville" + "annapolis" ], - "precision": 0.325138, - "recall": 0.360131, - "f1": 0.338115, + "precision": 0.589474, + "recall": 0.380952, + "f1": 0.46281, "ap": null, "ap_bundle": null, "ap_is_substituted": false, - "fp_per_pano": 1.799895, - "micro_precision": 0.326077, - "micro_recall": 0.363592, - "f1_min": 0.256637, - "f1_max": 0.405099, - "f1_min_split": "clovis", - "f1_max_split": "paterson", - "n_splits_run": 10, - "budapest_district5_f1": 0.169065, - "budapest_district5_precision": 0.183594, - "budapest_district5_recall": 0.156667, - "budapest_district5_ap": null, - "sao_paulo_f1": 0.218924, - 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"operating_point_note": "no score", + "coverage": "7/8", + "complete": false, + "pooled_splits": [ + "richmond", + "bend", + "clovis", + "morgantown", + "annapolis", + "paterson", + "gainesville" + ], + "precision": 0.664401, + "recall": 0.246286, + "f1": 0.355773, + "ap": null, + "ap_bundle": null, + "ap_is_substituted": false, + "fp_per_pano": 0.288787, + "micro_precision": 0.675, + "micro_recall": 0.249029, + "f1_min": 0.16763, + "f1_max": 0.426914, + "f1_min_split": "gainesville", + "f1_max_split": "richmond", + "n_splits_run": 10, + "budapest_district5_f1": 0.078788, + "budapest_district5_precision": 0.433333, + "budapest_district5_recall": 0.043333, + "budapest_district5_ap": null, + "sao_paulo_f1": 0.217877, + "sao_paulo_precision": 0.506494, + "sao_paulo_recall": 0.13879, + "sao_paulo_ap": null, + "manual_gold_f1": 0.285361, + "manual_gold_precision": 0.738806, + "manual_gold_recall": 0.176831, + "manual_gold_ap": null + }, + { + "model": "Qwen/Qwen3-VL-8B-Instruct", + "label": "Qwen/Qwen3-VL-8B-Instruct", + "spec": "qwen:Qwen/Qwen3-VL-8B-Instruct", + "provider": "qwen", + "standing": true, + "display": "Qwen3-VL-8B", + "class": "chat-vlm", + "operating_point": 0.0, + "operating_point_note": "no score", + "coverage": "7/8", + "complete": false, + "pooled_splits": [ + "richmond", + "bend", + "clovis", + "morgantown", + "annapolis", + "paterson", + "gainesville" + ], + "precision": 0.325138, + "recall": 0.360131, + "f1": 0.338115, + "ap": null, + "ap_bundle": null, + "ap_is_substituted": false, + "fp_per_pano": 1.799895, + "micro_precision": 0.326077, + "micro_recall": 0.363592, + "f1_min": 0.256637, + "f1_max": 0.405099, + "f1_min_split": "clovis", + "f1_max_split": "paterson", + "n_splits_run": 10, + "budapest_district5_f1": 0.169065, + "budapest_district5_precision": 0.183594, + "budapest_district5_recall": 0.156667, + "budapest_district5_ap": null, + "sao_paulo_f1": 0.218924, + "sao_paulo_precision": 0.228682, + "sao_paulo_recall": 0.209964, "sao_paulo_ap": 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"laurens": { + "split": "laurens", + "precision": 0.898148, + "recall": 0.389558, + "f1": 0.543417, + "ap": 0.690656, + "ap_source": "op_cache (0.05 floor)", + "ap_bundle": 0.376822, + "tp": 97, + "fp": 11, + "fn": 152, + "n_panos": 94, + "n_gt_recall": 249, + "fp_per_pano": 0.117021 + }, "budapest_district5": { "split": "budapest_district5", "precision": 0.874286, @@ -1572,6 +1571,40 @@ "fp_per_pano": 1.02 } }, + "mask2former-vistas-curb-cut": { + "richmond": { + "split": "richmond", + "precision": 0.411429, + "recall": 0.696774, + "f1": 0.517365, + "ap": 0.512564, + "ap_source": "bundle", + "ap_bundle": 0.512564, + "tp": 216, + "fp": 309, + "fn": 94, + "n_panos": 124, + "n_gt_recall": 310, + "fp_per_pano": 2.491935 + } + }, + "mask2former-vistas-curb-cut+curb": { + "richmond": { + "split": "richmond", + "precision": 0.125625, + "recall": 0.648387, + "f1": 0.210471, + "ap": 0.089131, + "ap_source": "bundle", + "ap_bundle": 0.089131, + "tp": 201, + "fp": 1399, + "fn": 109, + "n_panos": 124, + "n_gt_recall": 310, + "fp_per_pano": 11.282258 + } + }, "gemini-3.1-pro-preview": { "richmond": { "split": "richmond", @@ -1709,6 +1742,23 @@ "fp_per_pano": 1.16 } }, + "claude-opus-5-effort-low": { + "annapolis": { + "split": "annapolis", + "precision": 0.572347, + "recall": 0.605442, + "f1": 0.58843, + "ap": null, + "ap_source": "bundle", + "ap_bundle": null, + "tp": 178, + "fp": 133, + "fn": 116, + "n_panos": 125, + "n_gt_recall": 294, + "fp_per_pano": 1.064 + } + }, "gemini-3.7-flash": { "richmond": { "split": "richmond", @@ -1998,6 +2048,57 @@ "fp_per_pano": 1.616 } }, + "claude-opus-5-effort-high": { + "annapolis": { + "split": "annapolis", + "precision": 0.429844, + "recall": 0.656463, + "f1": 0.519515, + "ap": null, + "ap_source": "bundle", + "ap_bundle": null, + "tp": 193, + "fp": 256, + "fn": 101, + "n_panos": 125, + "n_gt_recall": 294, + "fp_per_pano": 2.048 + } + }, + "claude-sonnet-5-effort-low": { + "annapolis": { + "split": "annapolis", + "precision": 0.589474, + 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