Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models Paper • 2511.17487 • Published Nov 21, 2025 • 10
SmolVLM: Redefining small and efficient multimodal models Paper • 2504.05299 • Published Apr 7, 2025 • 203
CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis Paper • 2503.23145 • Published Mar 29, 2025 • 35
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research Paper • 2503.13399 • Published Mar 17, 2025 • 22
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research Paper • 2503.13399 • Published Mar 17, 2025 • 22
Temporal Preference Optimization for Long-Form Video Understanding Paper • 2501.13919 • Published Jan 23, 2025 • 23
Temporal Preference Optimization for Long-Form Video Understanding Paper • 2501.13919 • Published Jan 23, 2025 • 23
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature Paper • 2501.07171 • Published Jan 13, 2025 • 55
Why are Visually-Grounded Language Models Bad at Image Classification? Paper • 2405.18415 • Published May 28, 2024
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation Paper • 2501.03225 • Published Jan 6, 2025 • 7