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gold: 285 frames (batch 8 added by mount: 83 corrected frames, 2-per-mount cap, 20 siblings held out); every model re-measured
CI / ledger-and-tools (push) Successful in 20s
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231 frames unseen by every model (core 148), 82 crystals on them. v4-noflip-mask1 stays
the best: F1 0.855, mask score 0.798; v3-noflip-mask1 0.848 / 0.793, within noise;
the small cluster model now clearly loses on masks (-0.021, won in 0 % of draws).

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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jungfrauandClaude Fable 5.1 committed 2026-10-05 15:49:30 +02:00
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data/gold/gold_manifest.json
+857 -17
View File
@@ -1,8 +1,33 @@
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"added": "2026-10-05T14:51:42",
"filename": "tpi_265877_061a01f3789242278f8dfd51e73a6902_21429_before_raster.jpg",
"mount": "PXIII:s21429",
"why": "gold batch"
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"why": "gold batch"
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"mount": "PXIII:s20480",
"why": "gold batch"
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"dropped": {
"tpi_14688": "same image as tpi_14689 (uploaded twice), labelled differently"
},
"held_out": {
"tpi_16092": "PXII:s8410",
"tpi_17893": "PXII:s9876",
"tpi_20195": "PXII:s9876",
"tpi_3943": "PXIII:s4497",
"tpi_55594": "PXIII:s4497",
"tpi_57527": "PXII:s9874",
"tpi_57683": "PXII:s9556",
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}
}
data/gold/groups.json
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{
"note": "mount: gold frames of one mount (drawn together by the gate's bootstrap); light: frames whose light is not usable; excluded: frames removed from the gold set. Built by tools/gold_groups.py",
"updated": "2026-10-02T15:47:47",
"frames": 202,
"mounts_with_several_frames": 11,
"updated": "2026-10-05T14:52:10",
"frames": 285,
"mounts_with_several_frames": 17,
"mount": {
"tpi_31928": "PXII:s13620",
"tpi_31929": "PXII:s13620",
@@ -32,6 +32,10 @@
"tpi_16357": "PXII:s8362",
"tpi_16361": "PXII:s8362",
"tpi_56840": "PXII:s8362",
"tpi_16092": "PXII:s8410",
"tpi_56717": "PXII:s8410",
"tpi_57070": "PXII:s8420",
"tpi_57071": "PXII:s8420",
"tpi_61327": "PXII:s9434",
"tpi_61581": "PXII:s9434",
"tpi_57684": "PXII:s9556",
@@ -40,10 +44,18 @@
"tpi_21693": "PXII:s9876",
"tpi_10036": "PXIII:i38706",
"tpi_8715": "PXIII:i38706",
"tpi_62739": "PXIII:s20907",
"tpi_62742": "PXIII:s20907",
"tpi_62762": "PXIII:s20916",
"tpi_62766": "PXIII:s20916",
"tpi_53961": "PXIII:s21407",
"tpi_62751": "PXIII:s21407",
"tpi_61066": "PXIII:s22054",
"tpi_61069": "PXIII:s22054",
"tpi_3550": "PXIII:s4087",
"tpi_61653": "PXIII:s4087"
"tpi_61653": "PXIII:s4087",
"tpi_3943": "PXIII:s4497",
"tpi_8348": "PXIII:s4497"
},
"light": {
"tpi_1119": "dark",
@@ -51,16 +63,20 @@
"tpi_14167": "dark",
"tpi_2640": "dark",
"tpi_31929": "dark",
"tpi_32422": "dark",
"tpi_3466": "dark",
"tpi_3550": "dark",
"tpi_3943": "dark",
"tpi_5066": "dark",
"tpi_5387": "dark",
"tpi_5421": "dark",
"tpi_5425": "dark",
"tpi_55371": "dark",
"tpi_55383": "dark",
"tpi_55408": "dark",
"tpi_55416": "dark",
"tpi_57070": "saturated",
"tpi_57071": "saturated",
"tpi_58417": "saturated",
"tpi_58588": "saturated",
"tpi_58595": "saturated",
@@ -75,6 +91,7 @@
"tpi_6202": "dark",
"tpi_6203": "dark",
"tpi_6209": "dark",
"tpi_62687": "dark",
"tpi_6787": "dark",
"tpi_7658": "dark",
"tpi_7879": "dark",
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data/gold/labels/tpi_24512.txt
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data/gold/labels/tpi_32422.txt
+3
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data/gold/labels/tpi_32690.txt
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0 0.634053 0.412500 0.632488 0.414062 0.629357 0.414062 0.627791 0.415625 0.624660 0.415625 0.623094 0.417188 0.619963 0.417188 0.618398 0.418750 0.616832 0.418750 0.615267 0.420313 0.613701 0.420313 0.612135 0.421875 0.610570 0.421875 0.609004 0.423438 0.607439 0.423438 0.604308 0.426562 0.602742 0.426562 0.596480 0.432813 0.594914 0.432813 0.580824 0.446875 0.580824 0.448438 0.576127 0.453125 0.576127 0.454688 0.574562 0.456250 0.574562 0.457812 0.571431 0.460938 0.569865 0.460938 0.568300 0.462500 0.566734 0.462500 0.565168 0.464063 0.555775 0.464063 0.554210 0.462500 0.526029 0.462500 0.524464 0.464063 0.516636 0.464063 0.515070 0.462500 0.510374 0.462500 0.504111 0.456250 0.502546 0.456250 0.500980 0.454688 0.497849 0.454688 0.496284 0.453125 0.482194 0.453125 0.480628 0.451563 0.466538 0.451563 0.464972 0.453125 0.454013 0.453125 0.452448 0.454688 0.452448 0.504688 0.458710 0.504688 0.460276 0.506250 0.483759 0.506250 0.485325 0.507812 0.497849 0.507812 0.499415 0.506250 0.518202 0.506250 0.519767 0.504688 0.535423 0.504688 0.536988 0.506250 0.544816 0.506250 0.546382 0.507812 0.555775 0.507812 0.557341 0.509375 0.562037 0.509375 0.563603 0.510937 0.566734 0.510937 0.569865 0.514063 0.569865 0.515625 0.576127 0.521875 0.576127 0.523438 0.579259 0.526562 0.579259 0.528125 0.582390 0.531250 0.582390 0.532812 0.585521 0.535938 0.585521 0.537500 0.599611 0.551563 0.601176 0.551563 0.604308 0.554688 0.605873 0.554688 0.609004 0.557812 0.610570 0.557812 0.612135 0.559375 0.613701 0.559375 0.615267 0.560938 0.616832 0.560938 0.618398 0.562500 0.619963 0.562500 0.621529 0.564062 0.623094 0.564062 0.624660 0.565625 0.626225 0.565625 0.627791 0.567188 0.629357 0.567188 0.630922 0.568750 0.632488 0.568750 0.634053 0.570312 0.637184 0.570312 0.638750 0.571875 0.643447 0.571875 0.645012 0.573437 0.662233 0.573437 0.663799 0.575000 0.674758 0.575000 0.676324 0.576563 0.690414 0.576563 0.691979 0.575000 0.702938 0.575000 0.704504 0.576563 0.715463 0.576563 0.717028 0.578125 0.726422 0.578125 0.727987 0.576563 0.735815 0.576563 0.737381 0.575000 0.759298 0.575000 0.760864 0.576563 0.763995 0.576563 0.765561 0.578125 0.768692 0.578125 0.770257 0.579687 0.815659 0.579687 0.817224 0.578125 0.839142 0.578125 0.840708 0.576563 0.846970 0.576563 0.848536 0.575000 0.854798 0.575000 0.856363 0.573437 0.867322 0.573437 0.868888 0.571875 0.873585 0.571875 0.875150 0.570312 0.875150 0.556250 0.873585 0.554688 0.873585 0.548437 0.872019 0.546875 0.872019 0.537500 0.870453 0.535938 0.870453 0.525000 0.868888 0.523438 0.868888 0.507812 0.867322 0.506250 0.867322 0.457812 0.868888 0.456250 0.868888 0.446875 0.870453 0.445312 0.870453 0.440625 0.875150 0.435938 0.875150 0.429688 0.862626 0.429688 0.861060 0.428125 0.846970 0.428125 0.845404 0.426562 0.836011 0.426562 0.834445 0.425000 0.823487 0.425000 0.821921 0.423438 0.809396 0.423438 0.807831 0.421875 0.787479 0.421875 0.785913 0.420313 0.770257 0.420313 0.768692 0.418750 0.756167 0.418750 0.754602 0.417188 0.742077 0.417188 0.740512 0.415625 0.726422 0.415625 0.724856 0.414062 0.709200 0.414062 0.707635 0.412500
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3 0.449317 0.453125 0.449317 0.504688 0.450882 0.506250 0.452448 0.506250 0.454013 0.507812 0.461841 0.507812 0.463407 0.506250 0.466538 0.506250 0.468104 0.507812 0.507243 0.507812 0.508808 0.506250 0.510374 0.506250 0.510374 0.470313 0.508808 0.468750 0.508808 0.465625 0.507243 0.464063 0.507243 0.460938 0.505677 0.459375 0.505677 0.457812 0.504111 0.456250 0.504111 0.454688 0.502546 0.453125
data/gold/labels/tpi_3943.txt
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data/gold/labels/tpi_44119.txt
+4
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data/gold/labels/tpi_46469.txt
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data/gold/labels/tpi_48284.txt
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data/gold/labels/tpi_48572.txt
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0.Line truncated
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data/gold/labels/tpi_48994.txt
+3
View File
@@ -0,0 +1,3 @@
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0.Line truncated
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data/gold/labels/tpi_50822.txt
+4
View File
@@ -0,0 +1,4 @@
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data/gold/labels/tpi_51387.txt
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data/gold/labels/tpi_52248.txt
+3
View File
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0.Line truncated
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data/gold/labels/tpi_5421.txt
+2
View File
@@ -0,0 +1,2 @@
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