{"article_url":"https://newsverum.com/en/news/multi-agent-session-alternation-tests-machine-learning-engineering","block":{"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":"percent"},{"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":"75 مهمة Kaggle؛ تقييم MLE-bench","de":"75 Kaggle-Aufgaben; MLE-bench-Auswertung","en":"75 Kaggle tasks; MLE-bench evaluation","es":"75 tareas de Kaggle; evaluación MLE-bench","fr":"75 tâches Kaggle; évaluation MLE-bench","pt":"75 tarefas do Kaggle; avaliação MLE-bench","tr":"75 Kaggle görevi; MLE-bench değerlendirmesi"},"id":"reported-result-1","methodology":{"ar":"القيم من تجارب المعيار التي حددتها الورقة؛ وليست قياسات ميدانية أو ضمانات أداء عامة.","de":"Die Werte stammen aus den im Artikel beschriebenen Benchmark-Experimenten; sie sind weder Feldmessungen noch allgemeine Leistungsgarantien.","en":"Values come from the paper's stated benchmark experiments; they are not field measurements or general performance guarantees.","es":"Las cifras proceden de los experimentos de benchmark descritos en el artículo; no son mediciones de campo ni una garantía general de rendimiento.","fr":"Les valeurs proviennent des expériences de benchmark décrites dans l’article; elles ne constituent ni des mesures de terrain ni une garantie générale de performance.","pt":"Os valores vêm dos experimentos de benchmark descritos no artigo; não são medições de campo nem garantias gerais de desempenho.","tr":"Rakamlar makalenin tanımladığı kıyaslama deneylerine aittir; saha ölçümü veya genel performans garantisi değildir."},"rowTranslations":[{"metric":{"ar":"معدل الفوز بأي ميدالية في مهام Kaggle ضمن MLE-bench","de":"Any-Medal-Rate bei Kaggle-Aufgaben in MLE-bench","en":"Any-medal rate on MLE-bench Kaggle tasks","es":"Tasa de obtención de alguna medalla en tareas Kaggle de MLE-bench","fr":"Taux de médaille obtenue sur les tâches Kaggle de MLE-bench","pt":"Taxa de obtenção de alguma medalha em tarefas Kaggle do MLE-bench","tr":"MLE-bench Kaggle görevlerinde herhangi madalya oranı"},"scope":{"ar":"75 مهمة Kaggle؛ تقييم MLE-bench","de":"75 Kaggle-Aufgaben; MLE-bench-Auswertung","en":"75 Kaggle tasks; MLE-bench evaluation","es":"75 tareas de Kaggle; evaluación MLE-bench","fr":"75 tâches Kaggle; évaluation MLE-bench","pt":"75 tarefas do Kaggle; avaliação MLE-bench","tr":"75 Kaggle görevi; MLE-bench değerlendirmesi"}}],"rows":[{"metric":"Any-medal rate on MLE-bench Kaggle tasks","scope":"75 Kaggle tasks; MLE-bench evaluation","value":78.2}],"sourceUrls":["https://arxiv.org/html/2610.13494v1"],"title":{"ar":"المقياس","de":"Messgröße","en":"Measure","es":"Medida","fr":"Mesure","pt":"Medida","tr":"Ölçüt"},"type":"table","updatedAt":"2026-10-13T00:12:48Z"},"version":1}