{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Yapay Zeka'da SOTA Modelleri: Bir Genel Bak\u0131\u015f","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"ObIkOEtJns\"><a href=\"https:\/\/fatihsoysal.com\/blog\/yapay-zekada-sota-modelleri-bir-genel-bakis\/\">Yapay Zeka&#8217;da SOTA Modelleri: Bir Genel Bak\u0131\u015f<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/yapay-zekada-sota-modelleri-bir-genel-bakis\/embed\/#?secret=ObIkOEtJns\" width=\"600\" height=\"338\" title=\"&#8220;Yapay Zeka&#8217;da SOTA Modelleri: Bir Genel Bak\u0131\u015f&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"ObIkOEtJns\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Yapay zeka alan\u0131nda s\u00fcrekli bir geli\u015fim ve rekabet s\u00f6z konusudur. Bu rekabetin en \u00f6nemli g\u00f6stergelerinden biri de \"SOTA\" (State-of-the-Art) modelleridir. SOTA modelleri, belirli bir g\u00f6revde o an i\u00e7in elde edilen en iyi performans\u0131 sergileyen modelleri ifade eder. Ancak, bu \"en iyi\" performans, kullan\u0131lan veri setine, \u00f6l\u00e7\u00fctlere ve de\u011ferlendirme y\u00f6ntemlerine ba\u011fl\u0131 olarak de\u011fi\u015febilir. Bu nedenle, bir modelin SOTA olarak kabul edilebilmesi i\u00e7in, son derece titiz ve kapsaml\u0131 bir de\u011ferlendirmeden ge\u00e7mesi gerekir. \u00d6rne\u011fin, bir g\u00f6r\u00fcnt\u00fc tan\u0131ma modelinin SOTA olarak kabul edilebilmesi i\u00e7in, geni\u015f bir veri seti \u00fczerinde y\u00fcksek bir do\u011fruluk oran\u0131na ula\u015fmas\u0131 ve di\u011fer \u00f6nemli metriklerde de iyi performans g\u00f6stermesi gerekir."}