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ISIC 2018 — Skin Lesion (dermoscopy)

Deployed pipeline: LLM polygon draw + numpy genome (genome-only) — reported Test Dice 0.8800.

▮ green = ground truth ▮ red = deployed prediction.

Test

final evaluation

Showing 100 committed overlays from 1000 active Test images (1000 canonical; Test is preserved unchanged), sorted by Dice ascending. Counts are explicit because overlay coverage may be partial.

Test image ISIC_0023721, Dice 0.411

Test · ISIC_0023721 · Dice 0.411

Test image ISIC_0022210, Dice 0.43

Test · ISIC_0022210 · Dice 0.430

Test image ISIC_0012948, Dice 0.515

Test · ISIC_0012948 · Dice 0.515

Test image ISIC_0036255, Dice 0.529

Test · ISIC_0036255 · Dice 0.529

Test image ISIC_0036214, Dice 0.545

Test · ISIC_0036214 · Dice 0.545

Test image ISIC_0036127, Dice 0.555

Test · ISIC_0036127 · Dice 0.555

Test image ISIC_0019696, Dice 0.574

Test · ISIC_0019696 · Dice 0.574

Test image ISIC_0022678, Dice 0.582

Test · ISIC_0022678 · Dice 0.582

Test image ISIC_0023366, Dice 0.592

Test · ISIC_0023366 · Dice 0.592

Test image ISIC_0036078, Dice 0.632

Test · ISIC_0036078 · Dice 0.632

Test image ISIC_0023356, Dice 0.645

Test · ISIC_0023356 · Dice 0.645

Test image ISIC_0020987, Dice 0.751

Test · ISIC_0020987 · Dice 0.751

Test image ISIC_0036264, Dice 0.766

Test · ISIC_0036264 · Dice 0.766

Test image ISIC_0015154, Dice 0.789

Test · ISIC_0015154 · Dice 0.789

Test image ISIC_0015228, Dice 0.802

Test · ISIC_0015228 · Dice 0.802

Test image ISIC_0019910, Dice 0.804

Test · ISIC_0019910 · Dice 0.804

Test image ISIC_0012292, Dice 0.804

Test · ISIC_0012292 · Dice 0.804

Test image ISIC_0036202, Dice 0.813

Test · ISIC_0036202 · Dice 0.813

Test image ISIC_0036280, Dice 0.815

Test · ISIC_0036280 · Dice 0.815

Test image ISIC_0016344, Dice 0.819

Test · ISIC_0016344 · Dice 0.819

Test image ISIC_0020667, Dice 0.824

Test · ISIC_0020667 · Dice 0.824

Test image ISIC_0022735, Dice 0.828

Test · ISIC_0022735 · Dice 0.828

Test image ISIC_0036144, Dice 0.833

Test · ISIC_0036144 · Dice 0.833

Test image ISIC_0020563, Dice 0.839

Test · ISIC_0020563 · Dice 0.839

Test image ISIC_0036186, Dice 0.848

Test · ISIC_0036186 · Dice 0.848

Test image ISIC_0021837, Dice 0.863

Test · ISIC_0021837 · Dice 0.863

Test image ISIC_0036225, Dice 0.864

Test · ISIC_0036225 · Dice 0.864

Test image ISIC_0036087, Dice 0.877

Test · ISIC_0036087 · Dice 0.877

Test image ISIC_0019609, Dice 0.881

Test · ISIC_0019609 · Dice 0.881

Test image ISIC_0020360, Dice 0.882

Test · ISIC_0020360 · Dice 0.882

Test image ISIC_0021659, Dice 0.886

Test · ISIC_0021659 · Dice 0.886

Test image ISIC_0036298, Dice 0.89

Test · ISIC_0036298 · Dice 0.890

Test image ISIC_0015451, Dice 0.892

Test · ISIC_0015451 · Dice 0.892

Test image ISIC_0019062, Dice 0.894

Test · ISIC_0019062 · Dice 0.894

Test image ISIC_0019143, Dice 0.896

Test · ISIC_0019143 · Dice 0.896

Test image ISIC_0020888, Dice 0.896

Test · ISIC_0020888 · Dice 0.896

Test image ISIC_0012572, Dice 0.902

Test · ISIC_0012572 · Dice 0.902

Test image ISIC_0021263, Dice 0.907

Test · ISIC_0021263 · Dice 0.907

Test image ISIC_0021170, Dice 0.912

Test · ISIC_0021170 · Dice 0.912

Test image ISIC_0015438, Dice 0.913

Test · ISIC_0015438 · Dice 0.913

Test image ISIC_0015602, Dice 0.916

Test · ISIC_0015602 · Dice 0.916

Test image ISIC_0022571, Dice 0.917

Test · ISIC_0022571 · Dice 0.917

Test image ISIC_0012935, Dice 0.92

Test · ISIC_0012935 · Dice 0.920

Test image ISIC_0020764, Dice 0.925

Test · ISIC_0020764 · Dice 0.925

Test image ISIC_0023211, Dice 0.927

Test · ISIC_0023211 · Dice 0.927

Test image ISIC_0015281, Dice 0.928

Test · ISIC_0015281 · Dice 0.928

Test image ISIC_0019432, Dice 0.929

Test · ISIC_0019432 · Dice 0.929

Test image ISIC_0022381, Dice 0.931

Test · ISIC_0022381 · Dice 0.931

Test image ISIC_0019030, Dice 0.932

Test · ISIC_0019030 · Dice 0.932

Test image ISIC_0023715, Dice 0.933

Test · ISIC_0023715 · Dice 0.933

Test image ISIC_0023765, Dice 0.939

Test · ISIC_0023765 · Dice 0.939

Test image ISIC_0021160, Dice 0.94

Test · ISIC_0021160 · Dice 0.940

Test image ISIC_0036249, Dice 0.94

Test · ISIC_0036249 · Dice 0.940

Test image ISIC_0016716, Dice 0.942

Test · ISIC_0016716 · Dice 0.942

Test image ISIC_0019364, Dice 0.942

Test · ISIC_0019364 · Dice 0.942

Test image ISIC_0019380, Dice 0.946

Test · ISIC_0019380 · Dice 0.946

Test image ISIC_0022551, Dice 0.946

Test · ISIC_0022551 · Dice 0.946

Test image ISIC_0019989, Dice 0.947

Test · ISIC_0019989 · Dice 0.947

Test image ISIC_0036114, Dice 0.95

Test · ISIC_0036114 · Dice 0.950

Test image ISIC_0021738, Dice 0.952

Test · ISIC_0021738 · Dice 0.952

Test image ISIC_0012479, Dice 0.952

Test · ISIC_0012479 · Dice 0.952

Test image ISIC_0015502, Dice 0.953

Test · ISIC_0015502 · Dice 0.953

Test image ISIC_0036183, Dice 0.953

Test · ISIC_0036183 · Dice 0.953

Test image ISIC_0015637, Dice 0.954

Test · ISIC_0015637 · Dice 0.954

Test image ISIC_0036215, Dice 0.954

Test · ISIC_0036215 · Dice 0.954

Test image ISIC_0022247, Dice 0.955

Test · ISIC_0022247 · Dice 0.955

Test image ISIC_0019453, Dice 0.956

Test · ISIC_0019453 · Dice 0.956

Test image ISIC_0020409, Dice 0.957

Test · ISIC_0020409 · Dice 0.957

Test image ISIC_0014758, Dice 0.958

Test · ISIC_0014758 · Dice 0.958

Test image ISIC_0015478, Dice 0.96

Test · ISIC_0015478 · Dice 0.960

Test image ISIC_0016364, Dice 0.961

Test · ISIC_0016364 · Dice 0.961

Test image ISIC_0036193, Dice 0.963

Test · ISIC_0036193 · Dice 0.963

Test image ISIC_0021070, Dice 0.964

Test · ISIC_0021070 · Dice 0.964

Test image ISIC_0018593, Dice 0.964

Test · ISIC_0018593 · Dice 0.964

Test image ISIC_0014676, Dice 0.964

Test · ISIC_0014676 · Dice 0.964

Test image ISIC_0023761, Dice 0.965

Test · ISIC_0023761 · Dice 0.965

Test image ISIC_0023832, Dice 0.965

Test · ISIC_0023832 · Dice 0.965

Test image ISIC_0018738, Dice 0.965

Test · ISIC_0018738 · Dice 0.965

Test image ISIC_0019088, Dice 0.968

Test · ISIC_0019088 · Dice 0.968

Test image ISIC_0022335, Dice 0.971

Test · ISIC_0022335 · Dice 0.971

Test image ISIC_0015104, Dice 0.972

Test · ISIC_0015104 · Dice 0.972

Test image ISIC_0016911, Dice 0.972

Test · ISIC_0016911 · Dice 0.972

Test image ISIC_0019173, Dice 0.972

Test · ISIC_0019173 · Dice 0.972

Test image ISIC_0021156, Dice 0.972

Test · ISIC_0021156 · Dice 0.972

Test image ISIC_0014967, Dice 0.974

Test · ISIC_0014967 · Dice 0.974

Test image ISIC_0015385, Dice 0.975

Test · ISIC_0015385 · Dice 0.975

Test image ISIC_0020865, Dice 0.975

Test · ISIC_0020865 · Dice 0.975

Test image ISIC_0017455, Dice 0.976

Test · ISIC_0017455 · Dice 0.976

Test image ISIC_0036265, Dice 0.977

Test · ISIC_0036265 · Dice 0.977

Test image ISIC_0019528, Dice 0.977

Test · ISIC_0019528 · Dice 0.977

Test image ISIC_0021453, Dice 0.977

Test · ISIC_0021453 · Dice 0.977

Test image ISIC_0020974, Dice 0.979

Test · ISIC_0020974 · Dice 0.979

Test image ISIC_0023322, Dice 0.98

Test · ISIC_0023322 · Dice 0.980

Test image ISIC_0021270, Dice 0.982

Test · ISIC_0021270 · Dice 0.982

Test image ISIC_0017026, Dice 0.983

Test · ISIC_0017026 · Dice 0.983

Test image ISIC_0016963, Dice 0.984

Test · ISIC_0016963 · Dice 0.984

Test image ISIC_0019067, Dice 0.984

Test · ISIC_0019067 · Dice 0.984

Test image ISIC_0020921, Dice 0.984

Test · ISIC_0020921 · Dice 0.984

Test image ISIC_0017479, Dice 0.987

Test · ISIC_0017479 · Dice 0.987

Test image ISIC_0036269, Dice 0.994

Test · ISIC_0036269 · Dice 0.994