diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-01 18:53:29 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-01 18:53:29 -0500 |
| commit | de827a42e10ede662f4bd2893c4f8b6d54be45dc (patch) | |
| tree | d7c2c30f5e36102572cacc70e4296d80459d992f /artifacts/synth_v1/match_battery.json | |
| parent | 4f7ee05cc3b072478062e53645af016861c4b529 (diff) | |
Amplification beats the instance that defeated fifteen solvers
The caption-omitted field returned under 5% from every solver tried:
Umeyama, GRAMPA, five Gromov-Wasserstein variants, FAQ with and without
restarts, PATH convex-concave, a moment ladder, semirelaxed GW. The
measurements said the answer was not a sixteenth solver.
Descent on that field amplifies: a start 10% correct comes out 42%, one
20% correct comes out 78%. What no initialiser could do was clear the
entry price, since all of them land in the same wrong region. So run a
diverse pool of cheap descents, let them vote, round the vote matrix to a
permutation by Hungarian assignment rather than argmax, descend from
that, and rebuild the pool around the result. Each round feeds the
amplifier a better start.
0.044 -> 0.72 on the best run, 0.54 mean over two. Competitive elsewhere:
0.977 on the easy field against 0.961 for the best GW variant.
Also adds the diagnostics that led here: the basin-width probe (k=16
transpositions still returns to the exact truth 100% of the time) and the
capture-threshold curve that measures amplification directly.
Co-Authored-By: Claude <noreply@anthropic.com>
Diffstat (limited to 'artifacts/synth_v1/match_battery.json')
| -rw-r--r-- | artifacts/synth_v1/match_battery.json | 165 |
1 files changed, 165 insertions, 0 deletions
diff --git a/artifacts/synth_v1/match_battery.json b/artifacts/synth_v1/match_battery.json new file mode 100644 index 0000000..7e65f80 --- /dev/null +++ b/artifacts/synth_v1/match_battery.json @@ -0,0 +1,165 @@ +{ + "protocol": "Blind: the hidden permutation is generated per trial and read only for scoring. Each solver is scored as returned and again after exact steepest-descent refinement.", + "rows": [ + { + "field": "omit-size-BOUND0.997", + "method": "grampa (current)", + "raw": 0.016927083333333332, + "refined": 0.044270833333333336, + "seconds": 0.021717230478922527, + "failures": [] + }, + { + "field": "omit-size-BOUND0.997", + "method": "umeyama", + "raw": 0.005208333333333333, + "refined": 0.014322916666666666, + "seconds": 0.01471241315205892, + "failures": [] + }, + { + "field": "omit-size-BOUND0.997", + "method": "gromov-wasserstein", + "raw": 0.018229166666666668, + "refined": 0.022135416666666668, + "seconds": 0.08475653330485027, + "failures": [] + }, + { + "field": "omit-size-BOUND0.997", + "method": "entropic GW annealed", + "raw": 0.0078125, + "refined": 0.033854166666666664, + "seconds": 27.067088921864826, + "failures": [] + }, + { + "field": "omit-size-BOUND0.997", + "method": "BAPG GW", + "raw": 0.013020833333333334, + "refined": 0.01171875, + "seconds": 1.8669984340667725, + "failures": [] + }, + { + "field": "rank8-BOUND0.93", + "method": "grampa (current)", + "raw": 0.045572916666666664, + "refined": 0.07552083333333333, + "seconds": 0.01863869031270345, + "failures": [] + }, + { + "field": "rank8-BOUND0.93", + "method": "umeyama", + "raw": 0.01953125, + "refined": 0.015625, + "seconds": 0.0132447878519694, + "failures": [] + }, + { + "field": "rank8-BOUND0.93", + "method": "gromov-wasserstein", + "raw": 0.82421875, + "refined": 0.8815104166666666, + "seconds": 0.04134281476338705, + "failures": [] + }, + { + "field": "rank8-BOUND0.93", + "method": "entropic GW annealed", + "raw": 0.88671875, + "refined": 0.88671875, + "seconds": 18.96754988034566, + "failures": [] + }, + { + "field": "rank8-BOUND0.93", + "method": "BAPG GW", + "raw": 0.10546875, + "refined": 0.23307291666666666, + "seconds": 1.8909683227539062, + "failures": [] + }, + { + "field": "synth-full-BOUND0.99", + "method": "grampa (current)", + "raw": 0.5377604166666666, + "refined": 0.8841145833333334, + "seconds": 0.01822185516357422, + "failures": [] + }, + { + "field": "synth-full-BOUND0.99", + "method": "umeyama", + "raw": 0.0234375, + "refined": 0.5403645833333334, + "seconds": 0.014760414759318033, + "failures": [] + }, + { + "field": "synth-full-BOUND0.99", + "method": "gromov-wasserstein", + "raw": 0.3697916666666667, + "refined": 0.3971354166666667, + "seconds": 0.10002350807189941, + "failures": [] + }, + { + "field": "synth-full-BOUND0.99", + "method": "entropic GW annealed", + "raw": 0.9609375, + "refined": 0.9609375, + "seconds": 3.706202586491903, + "failures": [] + }, + { + "field": "synth-full-BOUND0.99", + "method": "BAPG GW", + "raw": 0.28515625, + "refined": 0.41796875, + "seconds": 1.7752447128295898, + "failures": [] + }, + { + "field": "natural-BOUND0.29", + "method": "grampa (current)", + "raw": 0.0078125, + "refined": 0.02734375, + "seconds": 0.01630059878031413, + "failures": [] + }, + { + "field": "natural-BOUND0.29", + "method": "umeyama", + "raw": 0.0234375, + "refined": 0.04296875, + "seconds": 0.014456351598103842, + "failures": [] + }, + { + "field": "natural-BOUND0.29", + "method": "gromov-wasserstein", + "raw": 0.0, + "refined": 0.0, + "seconds": 0.08861684799194336, + "failures": [] + }, + { + "field": "natural-BOUND0.29", + "method": "entropic GW annealed", + "raw": 0.0078125, + "refined": 0.005208333333333333, + "seconds": 18.440150499343872, + "failures": [] + }, + { + "field": "natural-BOUND0.29", + "method": "BAPG GW", + "raw": 0.0, + "refined": 0.010416666666666666, + "seconds": 1.8776884078979492, + "failures": [] + } + ] +}
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