Md Tahmid Rahman Laskar

Providing cultural context boosts meme understanding in VLMs by over 11 points in similarity metrics, revealing critical gaps in current models' capabilities.

Despite advances in AI, top-performing agents struggle with real-world data science, achieving only 56.70% success in automating complex workflows.

Visualization code editing is a tough nut to crack, with leading models only achieving a 74.46% pass rate on complex multimodal tasks.