Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency. - Sakib Shahriar; Brady D. Lund; Nishith Reddy Mannuru; Muhammad Arbab Arshad; Kadhim Hayawi; Ravi Varma Kumar Bevara; Aashrith Mannuru; Laiba Batool (CoRR, 2024)

From Predictive Importance to Causality: Which Machine Learning Model Reflects Reality? - Muhammad Arbab Arshad; Pallavi Kandanur; Saurabh Sonawani; Laiba Batool; Muhammad Umar Habib (CoRR, 2024)

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models. - Khizar Anjum; Muhammad Arbab Arshad; Kadhim Hayawi; Efstathios Polyzos; Asadullah Tariq; Mohamed Adel Serhani; Laiba Batool; Brady D. Lund; Nishith Reddy Mannuru; Ravi Varma Kumar Bevara; Taslim Mahbub; Muhammad Zeeshan Akram; et al. (CoRR, 2025)