MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning Paper • 2602.10575 • Published 25 days ago • 4
MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning Paper • 2602.10575 • Published 25 days ago • 4
DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints Paper • 2601.18137 • Published Jan 26 • 29
II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models Paper • 2406.05862 • Published Jun 9, 2024 • 4
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation Paper • 2406.07054 • Published Jun 11, 2024
One Model to Critique Them All: Rewarding Agentic Tool-Use via Efficient Reasoning Paper • 2510.26167 • Published Oct 30, 2025 • 3