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Kvasir-SEG — Polyp (endoscopy)

Deployed pipeline: op_sam localizer → SAM → genome → reprompt keep-best — reported Test Dice 0.8646.

▮ green = ground truth ▮ red = deployed prediction.

Test

final evaluation

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

Test image cju2zy1e49pqk0878t6ncqn12, Dice 0.005

Test · cju2zy1e49pqk0878t6ncqn12 · Dice 0.005

Test image cju7druhp2gp308715i6km7be, Dice 0.263

Test · cju7druhp2gp308715i6km7be · Dice 0.263

Test image cju0roawvklrq0799vmjorwfv, Dice 0.296

Test · cju0roawvklrq0799vmjorwfv · Dice 0.296

Test image cju5yeqiwmkgl0801fzv2douc, Dice 0.38

Test · cju5yeqiwmkgl0801fzv2douc · Dice 0.380

Test image cju30ajhw09sx0988qyahx9s8, Dice 0.393

Test · cju30ajhw09sx0988qyahx9s8 · Dice 0.393

Test image cju85mpuglq8k0818d2it6hzb, Dice 0.451

Test · cju85mpuglq8k0818d2it6hzb · Dice 0.451

Test image cju33belnbyhm0878yxl42233, Dice 0.481

Test · cju33belnbyhm0878yxl42233 · Dice 0.481

Test image cju5uxjnol2r509871qv2yeia, Dice 0.52

Test · cju5uxjnol2r509871qv2yeia · Dice 0.520

Test image cju5bmhdcafs909878qfzrqzi, Dice 0.563

Test · cju5bmhdcafs909878qfzrqzi · Dice 0.563

Test image cju30nyxe0gfb0835p256yoju, Dice 0.619

Test · cju30nyxe0gfb0835p256yoju · Dice 0.619

Test image cju884985nlmx0817vzpax3y4, Dice 0.692

Test · cju884985nlmx0817vzpax3y4 · Dice 0.692

Test image cju7dn24o296i09871qfxb8s2, Dice 0.702

Test · cju7dn24o296i09871qfxb8s2 · Dice 0.702

Test image cju8dpa89u6l80818dj6lldh9, Dice 0.702

Test · cju8dpa89u6l80818dj6lldh9 · Dice 0.702

Test image cju3wstckialg0871xs0vevsj, Dice 0.712

Test · cju3wstckialg0871xs0vevsj · Dice 0.712

Test image cju1cu1u2474n0878tt7v4tdr, Dice 0.716

Test · cju1cu1u2474n0878tt7v4tdr · Dice 0.716

Test image cju8bn7m2rmm70817hgxpb1uq, Dice 0.738

Test · cju8bn7m2rmm70817hgxpb1uq · Dice 0.738

Test image cju0sr5ghl0nd08789uzf1raf, Dice 0.745

Test · cju0sr5ghl0nd08789uzf1raf · Dice 0.745

Test image cju2qs32r1vys07999conmbvx, Dice 0.751

Test · cju2qs32r1vys07999conmbvx · Dice 0.751

Test image cju300m3s04fg0988uzupuf7z, Dice 0.766

Test · cju300m3s04fg0988uzupuf7z · Dice 0.766

Test image cju8b3ka8r64u0801fh18hk7l, Dice 0.767

Test · cju8b3ka8r64u0801fh18hk7l · Dice 0.767

Test image cjyzkpsbjdsjq07211dfi4sru, Dice 0.808

Test · cjyzkpsbjdsjq07211dfi4sru · Dice 0.808

Test image cju84jdl9kv0i0871eog9b3i9, Dice 0.817

Test · cju84jdl9kv0i0871eog9b3i9 · Dice 0.817

Test image cju1fj6axwfp30835ukhuzhw9, Dice 0.832

Test · cju1fj6axwfp30835ukhuzhw9 · Dice 0.832

Test image cju2iatlki5u309930zmgkv6h, Dice 0.834

Test · cju2iatlki5u309930zmgkv6h · Dice 0.834

Test image cju2nbdpmlmcj0993s1cht0dz, Dice 0.85

Test · cju2nbdpmlmcj0993s1cht0dz · Dice 0.850

Test image cju40m0rjkpw80871z6n6yg1u, Dice 0.857

Test · cju40m0rjkpw80871z6n6yg1u · Dice 0.857

Test image cju7fpfzq2wyf0818xxd1oziv, Dice 0.857

Test · cju7fpfzq2wyf0818xxd1oziv · Dice 0.857

Test image cju6z7e4bwgdd0987ogkzq9kt, Dice 0.858

Test · cju6z7e4bwgdd0987ogkzq9kt · Dice 0.858

Test image cju8914beokbf0850isxpocrk, Dice 0.862

Test · cju8914beokbf0850isxpocrk · Dice 0.862

Test image cju42m60jlpcm08186kqppzqv, Dice 0.866

Test · cju42m60jlpcm08186kqppzqv · Dice 0.866

Test image cju2zdhsczmn50988z64qwg2q, Dice 0.866

Test · cju2zdhsczmn50988z64qwg2q · Dice 0.866

Test image cju2qz06823a40878ojcz9ccx, Dice 0.878

Test · cju2qz06823a40878ojcz9ccx · Dice 0.878

Test image cju7eotqi2qea0871y8yc7tqh, Dice 0.884

Test · cju7eotqi2qea0871y8yc7tqh · Dice 0.884

Test image cju8c5223s8j80850b4kealt4, Dice 0.89

Test · cju8c5223s8j80850b4kealt4 · Dice 0.890

Test image cju1d96gsv62d09881b3wecw2, Dice 0.891

Test · cju1d96gsv62d09881b3wecw2 · Dice 0.891

Test image cju5u8gz4kj5b07552e2wpkwp, Dice 0.901

Test · cju5u8gz4kj5b07552e2wpkwp · Dice 0.901

Test image cju3381d8bz3h07991xtl7ra0, Dice 0.906

Test · cju3381d8bz3h07991xtl7ra0 · Dice 0.906

Test image cju2sevf53lkx08558h5bpaig, Dice 0.908

Test · cju2sevf53lkx08558h5bpaig · Dice 0.908

Test image cju7dp3dw2k4n0755zhe003ad, Dice 0.914

Test · cju7dp3dw2k4n0755zhe003ad · Dice 0.914

Test image cju5wkonqlrl409877y8zvnub, Dice 0.917

Test · cju5wkonqlrl409877y8zvnub · Dice 0.917

Test image cju7atnm31if40817pqclnjer, Dice 0.918

Test · cju7atnm31if40817pqclnjer · Dice 0.918

Test image cju32phw2bv130801yj7bkouq, Dice 0.919

Test · cju32phw2bv130801yj7bkouq · Dice 0.919

Test image cju5ufn3skquf0818dhapnhba, Dice 0.925

Test · cju5ufn3skquf0818dhapnhba · Dice 0.925

Test image cju42g865lorv07552ytz6xxa, Dice 0.933

Test · cju42g865lorv07552ytz6xxa · Dice 0.933

Test image cju5xopi0md7q0871r1sjc1av, Dice 0.939

Test · cju5xopi0md7q0871r1sjc1av · Dice 0.939

Test image cju2qvuj1s9ok0835tp2k4ozh, Dice 0.941

Test · cju2qvuj1s9ok0835tp2k4ozh · Dice 0.941

Test image cju2yyhsp933j0855hp32e012, Dice 0.942

Test · cju2yyhsp933j0855hp32e012 · Dice 0.942

Test image cju35ldepdtlm0801yv79y8vu, Dice 0.946

Test · cju35ldepdtlm0801yv79y8vu · Dice 0.946

Test image cju6w733bveoz0817e600tw72, Dice 0.948

Test · cju6w733bveoz0817e600tw72 · Dice 0.948

Test image cju7dvl5m2n4t0755hlnnjjet, Dice 0.948

Test · cju7dvl5m2n4t0755hlnnjjet · Dice 0.948

Test image cju16b6ynq8e40988m8vx0xnj, Dice 0.949

Test · cju16b6ynq8e40988m8vx0xnj · Dice 0.949

Test image cju6vrs1ov8cr098788h8gs6j, Dice 0.949

Test · cju6vrs1ov8cr098788h8gs6j · Dice 0.949

Test image cju7evxt12m730987rxivne3x, Dice 0.95

Test · cju7evxt12m730987rxivne3x · Dice 0.950

Test image cju8bljw9rqk20801kr54akrl, Dice 0.951

Test · cju8bljw9rqk20801kr54akrl · Dice 0.951

Test image cju5fydrud94708507vo6oy21, Dice 0.952

Test · cju5fydrud94708507vo6oy21 · Dice 0.952

Test image cju7es23b2vcp0755gpbm9s7v, Dice 0.952

Test · cju7es23b2vcp0755gpbm9s7v · Dice 0.952

Test image cju1gi7jlwyld0835cdf6g6qz, Dice 0.953

Test · cju1gi7jlwyld0835cdf6g6qz · Dice 0.953

Test image cju84ffdzkrjn08183jh1fxmb, Dice 0.953

Test · cju84ffdzkrjn08183jh1fxmb · Dice 0.953

Test image cju5bbtwsa8cl0987wgfsqpao, Dice 0.955

Test · cju5bbtwsa8cl0987wgfsqpao · Dice 0.955

Test image cju5yimthmlv80850zhoc90c2, Dice 0.955

Test · cju5yimthmlv80850zhoc90c2 · Dice 0.955

Test image cju88k75inzyb0850ccv5x3vk, Dice 0.959

Test · cju88k75inzyb0850ccv5x3vk · Dice 0.959

Test image cju30qbm1ad3x0855znuhpz9u, Dice 0.959

Test · cju30qbm1ad3x0855znuhpz9u · Dice 0.959

Test image cju15czxqp3lv0835jvhgzurz, Dice 0.96

Test · cju15czxqp3lv0835jvhgzurz · Dice 0.960

Test image cju3518w2d838079939fqztbc, Dice 0.961

Test · cju3518w2d838079939fqztbc · Dice 0.961

Test image cju5uget8krjy0818kvywd0zu, Dice 0.961

Test · cju5uget8krjy0818kvywd0zu · Dice 0.961

Test image cju783tmkzkqu081803g7q5vk, Dice 0.964

Test · cju783tmkzkqu081803g7q5vk · Dice 0.964

Test image cju7ez7r22qbc08015xfoz2wb, Dice 0.964

Test · cju7ez7r22qbc08015xfoz2wb · Dice 0.964

Test image cju43o6n7m9nk087191ijwqq9, Dice 0.965

Test · cju43o6n7m9nk087191ijwqq9 · Dice 0.965

Test image cju45ty6zn9oz0850qy4qnck1, Dice 0.966

Test · cju45ty6zn9oz0850qy4qnck1 · Dice 0.966

Test image cju8bqxxurs6i0850mu7mtef9, Dice 0.966

Test · cju8bqxxurs6i0850mu7mtef9 · Dice 0.966

Test image cju8a3nhbpwnb0850d37fo2na, Dice 0.968

Test · cju8a3nhbpwnb0850d37fo2na · Dice 0.968

Test image cju7cl8zm1xcu0817ado0jpas, Dice 0.97

Test · cju7cl8zm1xcu0817ado0jpas · Dice 0.970

Test image cju3y0pjrj1c30755nxekxccj, Dice 0.97

Test · cju3y0pjrj1c30755nxekxccj · Dice 0.970

Test image cju5von04litr08718j8po40a, Dice 0.97

Test · cju5von04litr08718j8po40a · Dice 0.970

Test image cju2z2x3nvd3c099350zgty7w, Dice 0.97

Test · cju2z2x3nvd3c099350zgty7w · Dice 0.970

Test image cju30lncba3ny0878jwnous8n, Dice 0.971

Test · cju30lncba3ny0878jwnous8n · Dice 0.971

Test image cju30ywtc0oar0835bp2en7ec, Dice 0.971

Test · cju30ywtc0oar0835bp2en7ec · Dice 0.971

Test image cju1cbokpuiw70988j4lq1fpi, Dice 0.971

Test · cju1cbokpuiw70988j4lq1fpi · Dice 0.971

Test image cju2p91qir00k08350ddfif0w, Dice 0.972

Test · cju2p91qir00k08350ddfif0w · Dice 0.972

Test image cju85l4yjlops0801fvmnwptf, Dice 0.973

Test · cju85l4yjlops0801fvmnwptf · Dice 0.973

Test image cju7amjna1ly40871ugiokehb, Dice 0.973

Test · cju7amjna1ly40871ugiokehb · Dice 0.973

Test image cju8c5mxls96t0850wvkvsity, Dice 0.974

Test · cju8c5mxls96t0850wvkvsity · Dice 0.974

Test image cju8ceacrsqkr0755hdz145es, Dice 0.975

Test · cju8ceacrsqkr0755hdz145es · Dice 0.975

Test image cju77k828z46w0871r0avuoo9, Dice 0.976

Test · cju77k828z46w0871r0avuoo9 · Dice 0.976

Test image cju8cj10qsrau0871o2dr6ai1, Dice 0.976

Test · cju8cj10qsrau0871o2dr6ai1 · Dice 0.976

Test image cju1d31sp4d4k0878r3fr02ul, Dice 0.977

Test · cju1d31sp4d4k0878r3fr02ul · Dice 0.977

Test image cju3xl264ingx0850rcf0rshj, Dice 0.978

Test · cju3xl264ingx0850rcf0rshj · Dice 0.978

Test image cju5woy82m07m08505dmjg7g1, Dice 0.979

Test · cju5woy82m07m08505dmjg7g1 · Dice 0.979

Test image cju85a8h8llwm07559wxg4t5w, Dice 0.979

Test · cju85a8h8llwm07559wxg4t5w · Dice 0.979

Test image cju40sdwukv3k0755y99ug1k8, Dice 0.979

Test · cju40sdwukv3k0755y99ug1k8 · Dice 0.979

Test image cju88rl5eo94l0850kf5wtrm1, Dice 0.98

Test · cju88rl5eo94l0850kf5wtrm1 · Dice 0.980

Test image cju8b0jr0r2oi0801jiquetd5, Dice 0.98

Test · cju8b0jr0r2oi0801jiquetd5 · Dice 0.980

Test image cju5wtdu4m0im0871mix0yvc0, Dice 0.98

Test · cju5wtdu4m0im0871mix0yvc0 · Dice 0.980

Test image cju7fq7mm2pw508176uk5ugtx, Dice 0.981

Test · cju7fq7mm2pw508176uk5ugtx · Dice 0.981

Test image cju45n0oxn5vu08500yfrt9jn, Dice 0.982

Test · cju45n0oxn5vu08500yfrt9jn · Dice 0.982

Test image cju5o1vu9gz8a0818eyy92bns, Dice 0.982

Test · cju5o1vu9gz8a0818eyy92bns · Dice 0.982

Test image cju7arvfe1ldu0850erdmphgj, Dice 0.983

Test · cju7arvfe1ldu0850erdmphgj · Dice 0.983

Test image cju2qh5le1ock0878oahaql7d, Dice 0.984

Test · cju2qh5le1ock0878oahaql7d · Dice 0.984

Test image cju6wjm81vgsc0987enk9n3pr, Dice 0.986

Test · cju6wjm81vgsc0987enk9n3pr · Dice 0.986

Test image cju2u2b9o4zvp08788qb9nqxj, Dice 0.989

Test · cju2u2b9o4zvp08788qb9nqxj · Dice 0.989