EvolvingLMMs-Lab/lmms-eval
Jan 2026 – Jan 2026
1 Month active
Languages Used
PythonYAML
Technical Skills
Python programmingdata processingmachine learningvideo analysis
Jialuo
PROFILE
Jialuo
During January 2026, Li Jiulong developed the PAIBench-U Perception Score Evaluation feature for video datasets in the EvolvingLMMs-Lab/lmms-eval repository. He engineered an end-to-end workflow in Python, focusing on data processing and metrics aggregation to generate actionable perception scores for video analysis tasks. By implementing robust result processing and integrating YAML-based configuration, Li enabled reproducible quality assurance metrics and streamlined evaluation for video data. His work improved decision-making speed and repository alignment for video dataset QA, laying the foundation for broader adoption and future extensions. The depth of his contribution reflects strong skills in Python, machine learning, and video analysis.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
199
Activity Months1
Your Network
76 people
Work History
January 2026
1 Commits • 1 Features
Jan 1, 20262026-01 Monthly summary: Delivered end-to-end PAIBench-U Perception Score Evaluation for video datasets in lmms-eval, including result processing and metric aggregation; no major bugs reported; overall impact includes improved evaluation capabilities, faster decision-making, and better repository alignment for video data QA. Demonstrated Python data processing, metrics engineering, and Git-based collaboration.
1 Commits • 1 Features
Jan 1, 20262026-01 Monthly summary: Delivered end-to-end PAIBench-U Perception Score Evaluation for video datasets in lmms-eval, including result processing and metric aggregation; no major bugs reported; overall impact includes improved evaluation capabilities, faster decision-making, and better repository alignment for video data QA. Demonstrated Python data processing, metrics engineering, and Git-based collaboration.
January 2026
Activity
Loading activity data...
Quality Metrics
Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage60.0%
Skills & Technologies
Programming Languages
PythonYAML
Technical Skills
Python programmingdata processingmachine learningvideo analysis
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline