Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models Paper • 2511.01618 • Published Nov 3 • 10
CompBench: Benchmarking Complex Instruction-guided Image Editing Paper • 2505.12200 • Published May 18
Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback Paper • 2507.20766 • Published Jul 28 • 1
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video? Paper • 2509.24709 • Published Sep 29 • 6
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models Paper • 2510.01304 • Published Oct 1 • 10
Refusal Falls off a Cliff: How Safety Alignment Fails in Reasoning? Paper • 2510.06036 • Published Oct 7 • 6
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification Paper • 2412.00876 • Published Dec 1, 2024
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models Paper • 2503.06749 • Published Mar 9 • 31
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning Paper • 2504.07956 • Published Apr 10 • 46