BrowseComp-$V^3$: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents Paper • 2602.12876 • Published 20 days ago • 9
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models Paper • 2602.04804 • Published 28 days ago • 46
Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks Paper • 2602.01630 • Published about 1 month ago • 46
DiaDem: Advancing Dialogue Descriptions in Audiovisual Video Captioning for Multimodal Large Language Models Paper • 2601.19267 • Published Jan 27
The Unseen Bias: How Norm Discrepancy in Pre-Norm MLLMs Leads to Visual Information Loss Paper • 2512.08374 • Published Dec 9, 2025
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published 24 days ago • 28
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published 24 days ago • 28
CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation Paper • 2601.10061 • Published Jan 15 • 31
GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models Paper • 2512.15560 • Published Dec 17, 2025 • 25
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling Paper • 2512.12675 • Published Dec 14, 2025 • 41
Hybrid Attribution Priors for Explainable and Robust Model Training Paper • 2512.14719 • Published Dec 9, 2025 • 3
Hybrid Attribution Priors for Explainable and Robust Model Training Paper • 2512.14719 • Published Dec 9, 2025 • 3
Monet: Reasoning in Latent Visual Space Beyond Images and Language Paper • 2511.21395 • Published Nov 26, 2025 • 18
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark Paper • 2510.13759 • Published Oct 15, 2025 • 11
When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs Paper • 2511.02243 • Published Nov 4, 2025 • 25
MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning Paper • 2510.14265 • Published Oct 16, 2025 • 20
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Paper • 2510.10395 • Published Oct 12, 2025 • 31