{"article_url":"https://newsverum.com/tr/news/mbzuai-ground3d-lmm-fine-grained-3d-grounding-2026","block":{"columns":[{"key":"label","label":{"ar":"المؤشر","de":"Indikator","en":"Indicator","es":"Indicador","fr":"Indicateur","pt":"Indicador","tr":"Gösterge"},"language":"en","type":"text"},{"key":"value","label":{"ar":"القيمة","de":"Wert","en":"Value","es":"Valor","fr":"Valeur","pt":"Valor","tr":"Değer"},"type":"number","unit":"count"},{"key":"unit","label":{"ar":"الوحدة","de":"Einheit","en":"Unit","es":"Unidad","fr":"Unité","pt":"Unidade","tr":"Birim"},"language":"en","type":"text"}],"description":{"ar":"نطاق مجموعة البيانات التي أعدها الباحثون لتدريب النموذج وتقييمه.","de":"Umfang des für Training und Bewertung erstellten Datensatzes.","en":"Scope of the dataset assembled by the researchers for model training and evaluation.","es":"Alcance del conjunto creado para entrenar y evaluar el modelo.","fr":"Périmètre du jeu de données créé pour entraîner et évaluer le modèle.","pt":"Âmbito do conjunto criado para treinar e avaliar o modelo.","tr":"Araştırmacıların model eğitimi ve değerlendirmesi için oluşturduğu veri kümesinin kapsamı."},"id":"ground3d-lmm-dataset-summary","methodology":{"ar":"تصف هذه الأرقام الحجم والنطاق التقريبيين لمجموعة بيانات بحثية، ولا تمثل قياسات لأبوظبي أو الإمارات. وتُذكر نتيجة المقارنة التي تقارب 20% في ScanRefer بتحفظ، ولا ينبغي تفسيرها كأداء عام أو نتيجة ميدانية.","de":"Diese Angaben beschreiben den ungefähren Umfang eines Forschungsdatensatzes und sind keine Messwerte für Abu Dhabi oder die VAE. Der im Beitrag eingeordnete ScanRefer-Vergleich von knapp 20 Prozent ist kein allgemeiner Leistungs- oder Praxistest.","en":"These figures describe the approximate size and scope of a research dataset; they are not Abu Dhabi or UAE measurements. The reported near-20% ScanRefer comparison is qualified in the story and should not be interpreted as general performance or a field result.","es":"Estas cifras describen el tamaño y alcance aproximados de un conjunto de investigación; no son mediciones de Abu Dabi ni de los EAU. La comparación cercana al 20% en ScanRefer se presenta con la salvedad correspondiente y no equivale a rendimiento general ni a un resultado de campo.","fr":"Ces chiffres décrivent la taille et la portée approximatives d’un jeu de données de recherche ; ils ne mesurent ni Abou Dhabi ni les Émirats. Le résultat comparatif proche de 20 % sur ScanRefer est qualifié dans l’article et ne vaut pas mesure générale ou résultat de terrain.","pt":"Estes valores descrevem a dimensão e o âmbito aproximados de um conjunto de investigação, não medições de Abu Dhabi ou dos EAU. A comparação próxima de 20% no ScanRefer é contextualizada no artigo e não representa desempenho geral nem resultado no terreno.","tr":"Bunlar araştırma veri kümesinin yaklaşık hacim ve kapsam değerleridir; Abu Dabi veya BAE ölçümleri değildir. Modelin ScanRefer karşılaştırmasında bildirdiği yaklaşık üstünlük haber metninde nitelikli biçimde aktarılır; genel performans veya saha sonucu olarak yorumlanmamalıdır."},"rowTranslations":[{"label":{"ar":"أزواج أسئلة وأجوبة","de":"Frage-Antwort-Paare","en":"Question-answer pairs","es":"Pares de preguntas y respuestas","fr":"Paires de questions-réponses","pt":"Pares de perguntas e respostas","tr":"Soru-cevap çiftleri"},"unit":{"ar":"عدد","de":"Anzahl","en":"count","es":"cantidad","fr":"nombre","pt":"quantidade","tr":"adet"}},{"label":{"ar":"بيئات داخلية","de":"Innenraumumgebungen","en":"Indoor environments","es":"Entornos interiores","fr":"Environnements intérieurs","pt":"Ambientes internos","tr":"İç mekân ortamları"},"unit":{"ar":"عدد","de":"Anzahl","en":"count","es":"cantidad","fr":"nombre","pt":"quantidade","tr":"adet"}},{"label":{"ar":"مهام","de":"Aufgaben","en":"Tasks","es":"Tareas","fr":"Tâches","pt":"Tarefas","tr":"Görevler"},"unit":{"ar":"عدد","de":"Anzahl","en":"count","es":"cantidad","fr":"nombre","pt":"quantidade","tr":"adet"}}],"rows":[{"label":"Question-answer pairs","unit":"count","value":2500000},{"label":"Indoor environments","unit":"count","value":2500},{"label":"Tasks","unit":"count","value":8}],"sourceUrls":["https://mbzuai.ac.ae/news-events/news/building-llm-can-reason-about-the-physical-3d-world-fine-grained-level"],"title":{"ar":"ملخص مجموعة بيانات Ground3D-LMM","de":"Zusammenfassung des Ground3D-LMM-Datensatzes","en":"Ground3D-LMM dataset summary","es":"Resumen del conjunto Ground3D-LMM","fr":"Résumé du jeu de données Ground3D-LMM","pt":"Resumo do conjunto de dados Ground3D-LMM","tr":"Ground3D-LMM veri seti özeti"},"type":"table","updatedAt":"2026-10-20T14:12:00Z"},"version":1}