Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published 19 days ago • 40
Hybrid Attribution Priors for Explainable and Robust Model Training Paper • 2512.14719 • Published 24 days ago • 2
Hybrid Attribution Priors for Explainable and Robust Model Training Paper • 2512.14719 • Published 24 days ago • 2
Monet: Reasoning in Latent Visual Space Beyond Images and Language Paper • 2511.21395 • Published Nov 26, 2025 • 16
When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs Paper • 2511.02243 • Published Nov 4, 2025 • 24
MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning Paper • 2510.14265 • Published Oct 16, 2025 • 19
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Paper • 2510.10395 • Published Oct 12, 2025 • 30
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing Paper • 2509.24900 • Published Sep 29, 2025 • 53
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark Paper • 2509.24897 • Published Sep 29, 2025 • 46
BaseReward: A Strong Baseline for Multimodal Reward Model Paper • 2509.16127 • Published Sep 19, 2025 • 21
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios Paper • 2505.21333 • Published May 27, 2025 • 38
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Paper • 2504.10068 • Published Apr 14, 2025 • 30
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models Paper • 2504.03641 • Published Apr 4, 2025 • 14
EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Paper • 2501.11858 • Published Jan 21, 2025 • 7
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment Paper • 2502.10391 • Published Feb 14, 2025 • 34