{"article":{"annotation":{"article_id":"yonsei-team-tests-unified-interface-for-web-agents","available_at":"2026-10-13T00:52:30.640258Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"d62dfa1777c2a138e9177d98470b59511fdf968ec62d507dfdd87d248bfc0b4c","input_sha256":"a389d052419cee9582ca9f117e8a63d5b25249a8cf556b1c30973662e77c7a0f","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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WebContract sayfaları bilgi ve eylem nesnelerine dönüştürüyor; WebCache ise sayfa durumlarını saklayarak ajanların önceki durumları incelemesine izin veriyor.","Deneylerde Web$hell, DeepWeb-Bench araştırma görevlerinde görev başına ortalama 17,6 etkileşim turu kullandı; CLI-Any-Browser karşılaştırması 52,4 tur kullandı. Yazarlar arama, gezinme ve çok kaynaklı araştırma kıyaslamalarında da performans artışları bildirdi. Ölçümler belirli ajan, erişim arayüzü ve benchmark ayarlarına ait; genel web kullanımındaki başarıyı kanıtlamıyor."],"sections":[]},"corrections":[],"country":"KR","data":{"blocks":[{"columns":[{"key":"metric","label":{"ar":"المقياس","de":"Messgröße","en":"Measure","es":"Medida","fr":"Mesure","pt":"Medida","tr":"Ölçüt"},"language":"en","type":"text"},{"key":"value","label":{"ar":"القيمة المعلنة","de":"Berichteter Wert","en":"Reported value","es":"Valor comunicado","fr":"Valeur rapportée","pt":"Valor informado","tr":"Bildirilen değer"},"type":"number","unit":"count"},{"key":"scope","label":{"ar":"نطاق التجربة","de":"Versuchsumfang","en":"Experimental scope","es":"Alcance experimental","fr":"Périmètre expérimental","pt":"Escopo experimental","tr":"Deney kapsamı"},"language":"en","type":"text"}],"description":{"ar":"مهام البحث متعدد المصادر في DeepWeb-Bench؛ متوسط الجولات لكل مهمة","de":"DeepWeb-Bench-Rechercheaufgaben mit mehreren Quellen; mittlere Runden je Aufgabe","en":"DeepWeb-Bench 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