Computer-Use Agents as Judges for Generative User Interface Paper • 2511.15567 • Published Nov 19, 2025 • 52
SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models Paper • 2510.06917 • Published Oct 8, 2025 • 34
EdiVal-Agent: An Object-Centric Framework for Automated, Scalable, Fine-Grained Evaluation of Multi-Turn Editing Paper • 2509.13399 • Published Sep 16, 2025 • 5
InfoAgent: Advancing Autonomous Information-Seeking Agents Paper • 2509.25189 • Published Sep 29, 2025 • 11
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Paper • 2509.00676 • Published Aug 31, 2025 • 84
STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models Paper • 2507.15375 • Published Jul 21, 2025 • 30
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs Paper • 2506.10128 • Published Jun 11, 2025 • 22
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations Paper • 2506.04633 • Published Jun 5, 2025 • 19
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Paper • 2505.08617 • Published May 13, 2025 • 41
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement Paper • 2504.07934 • Published Apr 10, 2025 • 20
V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models Paper • 2504.06148 • Published Apr 8, 2025 • 13
TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation Paper • 2502.07870 • Published Feb 11, 2025 • 45
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22, 2025 • 433
OLA-VLM: Elevating Visual Perception in Multimodal LLMs with Auxiliary Embedding Distillation Paper • 2412.09585 • Published Dec 12, 2024 • 11
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension Paper • 2412.03704 • Published Dec 4, 2024 • 6
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation Paper • 2410.23277 • Published Oct 30, 2024 • 9
MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities Paper • 2408.00765 • Published Aug 1, 2024 • 13
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs Paper • 2404.16375 • Published Apr 25, 2024 • 18