Monet: Reasoning in Latent Visual Space Beyond Images and Language Paper • 2511.21395 • Published 7 days ago • 14
When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs Paper • 2511.02243 • Published 29 days ago • 24
MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning Paper • 2510.14265 • Published Oct 16 • 19
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Paper • 2510.10395 • Published Oct 12 • 29
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing Paper • 2509.24900 • Published Sep 29 • 53
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark Paper • 2509.24897 • Published Sep 29 • 46
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction Paper • 2409.09403 • Published Sep 14, 2024
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios Paper • 2505.21333 • Published May 27 • 38
CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs Paper • 2505.24120 • Published May 30 • 49
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios Paper • 2505.21333 • Published May 27 • 38
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning Paper • 2505.02835 • Published May 5 • 29
Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning Paper • 2504.16656 • Published Apr 23 • 57
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Paper • 2504.10068 • Published Apr 14 • 30
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought Paper • 2504.05599 • Published Apr 8 • 85
TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting Paper • 2412.20810 • Published Dec 30, 2024
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models Paper • 2504.03641 • Published Apr 4 • 14