July 2026 - Key deliverables and impact for EvolvingLMMs-Lab/lmms-eval. Key features delivered: - SLAKE medical VQA benchmark integration into the evaluation framework, including English and Chinese task configurations. - Data processing and metrics utility module to support SLAKE evaluation. - Unit tests for dataset filtering, normalization, and accuracy aggregation. Major bugs fixed: - None reported this month; focus was on feature integration and test coverage. Overall impact and accomplishments: - Expanded evaluation coverage for medical VQA, enabling multilingual benchmarking and more reliable model comparisons. - Established a reusable baseline for future medical VQA experiments and benchmarking workflows. Technologies/skills demonstrated: - Python, modular evaluation design, data processing, unit testing (TDD), multilingual configuration management, and git-based collaboration (commit 0a75d6bab2ec6a5e402cecd153cb23b2b4b8ee71).