geolip-SVAE / omega_vs_transformer_claude_assessment.txt
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Omega Processor Baseline (raw)
Final accuracy: 92.8% 82.0%
Params: 837,008 867,824
Epoch time: 34s 19s
PER-CLASS FINAL:
Omega Baseline
gaussian 100% 86%
uniform 99% 51% ← baseline can't separate
uniform_sc 100% 49% ← from its sibling
poisson 94% 97%
pink 33% 84% ← baseline does BETTER here
brown 64% 16% ← but worse here
salt_pepper 100% 100%
sparse 100% 100%
block 100% 100%
gradient 100% 100%
checker 100% 78%
mixed 95% 46% ← massive gap
structural 100% 100%
cauchy 100% 100%
exponential 100% 100%
laplace 100% 100%
UNSOLVABLE PAIRS:
Baseline: uniform/uniform_sc (51/49), pink/brown (84/16), mixed (46%), checker (78%)
Omega: pink/brown (33/64) β€” one remaining confusion pair