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Patch size experiment (at the time of Rebuttal ‐ old)
Manan Lalit edited this page Aug 18, 2023
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Lung TissueNet Dataset
Metrics | 0.50 | 0.75 | 1.0 | 1.25 | 1.50 | 1.75 | 2.00 |
---|---|---|---|---|---|---|---|
SEG | 0.28117 | 0.55654 | |||||
F1 | 0.20712 | 0.58121 |
Metrics | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 | 1.0 | 1.1 | 1.2 | 1.3 | 1.4 | 1.5 |
---|---|---|---|---|---|---|---|---|---|---|---|
SEG | 0.2573452014951796 | 0.3333179413656207 | 0.39597996413659486 | 0.43789706512706306 | 0.471039768811402 | 0.4635497454267869 | 0.46761361439483634 | 0.4496585237123352 | 0.3418081520676367 | 0.3208795169489325 | 0.27206515750062304 |
F1 | 0.1523339379978597 | 0.2530471981792347 | 0.35362924809843194 | 0.447909637830953 | 0.5709532153334201 | 0.5188640087031761 | 0.4247611820183515 | 0.4411962740487449 | 0.1320654414829043 | 0.22064307065614297 | 0.16145321991309813 |
Metrics | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 | 1.0 | 1.1 | 1.2 | 1.3 | 1.4 | 1.5 |
---|---|---|---|---|---|---|---|---|---|---|---|
SEG | 0.26325977550200974 | 0.3237609840198813 | 0.3705221490963689 | 0.47289060751557 | 0.4802675761076859 | 0.4974108214282254 | 0.5152937382350296 | 0.43131262081897936 | 0.4496186834293278 | 0.17636386972894197 | |
F1 | 0.1525618436846301 | 0.23436439408552545 | 0.3285190154773883 | 0.4858036630477932 | 0.4417433228175409 | 0.4100548078548153 | 0.44751404932690325 | 0.32630677696760557 | 0.29581400996885104 | 0.07388292386059603 |
Immune TissueNet Dataset
Metrics | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 | 1.0 | 1.1 | 1.2 | 1.3 | 1.4 | 1.5 |
---|---|---|---|---|---|---|---|---|---|---|---|
SEG | 0.22432163654104129 | 0.301103473037387 | 0.40215672217004844 | 0.453943293027246 | 0.5492267028594907 | 0.5296359147953333 | 0.5628585962609578 | 0.6020590615882248 | 0.4018122418328251 | 0.34658412200265487 | 0.4073277718461594 |
F1 | 0.17394920743994868 | 0.33397117831239154 | 0.5123098880467518 | 0.5894003422897492 | 0.6673943499433642 | 0.7003144718970802 | 0.6947827233122202 | 0.6504713018567325 | 0.3901238308750463 | 0.34164154101412225 | 0.37845149377732523 |
Immune TissueNet Dataset
Metrics | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 | 1.0 | 1.1 | 1.2 | 1.3 | 1.4 | 1.5 |
---|---|---|---|---|---|---|---|---|---|---|---|
SEG | 0.2247360768944724 | 0.2867804020602553 | 0.3614973729434731 | 0.4813553581502929 | 0.5201683732037832 | 0.5801423957394263 | 0.5555370233931926 | 0.5897179372330199 | 0.3756561926511629 | 0.45331903240305793 | 0.4611566761897498 |
F1 | 0.15704052160380388 | 0.36659731569477166 | 0.47919717116512367 | 0.5993137608722087 | 0.6600257213998564 | 0.6754552573260164 | 0.675722308159745 | 0.6985766990820562 | 0.4114856551307122 | 0.47528005940161144 | 0.46459998787687296 |