2 papers
cs.CV2026
A Benchmark for Omni-Modal Reasoning in Long Videos
Mohammed Irfan Kurpath, Jaseel Muhammad Kaithakkodan, Jinxing Zhou +12
Long-form omni-modal video understanding requires integrating vision, speech, and ambient audio with coherent long-context reasoning. Existing video benchmarks often trade off temp…
cs.CL2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions
Mohammad Almansoori, Komal Kumar, Hisham Cholakkal
In this work, we introduce MedAgentSim, an open-source simulated clinical environment with doctor, patient, and measurement agents designed to evaluate and enhance LLM performance…