RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices حسب RealBench RealBench (22275393)

"…<br>│ └── level4/ # Level 4 projects (expert complexity).<br>├── src/ # Main source code for the RealBench framework.…"

Composition spectrum of primary ilmenite based on microanalysis of the elemental composition of the grains with an EDS sensor. حسب Gabriel Prates Hallal (19555976)

Vibration Nondestructive Testing of Continuous Welded Rails: A Finite Element Analysis حسب Alireza Enshaeian (20360253)

Mean values of different benchmark functions. حسب Jalal- ud-Din (21474307)

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Detail of benchmark functions comparison. حسب Jalal- ud-Din (21474307)

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Average execution time (in seconds) of different benchmark functions. حسب Jalal- ud-Din (21474307)

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Stander deviation values of different benchmark functions. حسب Jalal- ud-Din (21474307)

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Comparison of different crossover operators. حسب Jalal- ud-Din (21474307)

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Various metrics of the training model. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

The window installation progress description. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

Research Flowchart. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

Results.cxv. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

Precision Recall data. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

The score of precision and recall. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

Installation Process of a Window. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

Real-time implementation of the proposed model. حسب Lai Yingdong (22403854)

"…</p><p>Methodology</p><p>YOLOv8 is employed for its real-time processing capabilities and high precision, making it suitable for identifying and tracking construction elements in images and videos captured on-site. This study creates a comprehensive dataset of construction images and videos to assess and validate the proposed method with meticulous labeling of relevant objects.…"

The FEM mesh model for the three-layer case, where 7919 degrees of freedom are used. حسب Xiaogang Li (299205)

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The RMT diagram for an acoustic coating with three-layer periodic inclusions, in which the start (10 Hz, blue dots) and cut-off (10000 Hz, black asterisks) frequencies of sound abs... حسب Xiaogang Li (299205)

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The influence of different materials of scatterers on the sound absorption. حسب Xiaogang Li (299205)

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Sound absorption spectrum calculated by TMM (dots) and FEM (solid lines). حسب Xiaogang Li (299205)

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