Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published 12 days ago • 233
VisBrowse-Bench: Benchmarking Visual-Native Search for Multimodal Browsing Agents Paper • 2603.16289 • Published Mar 17
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis Paper • 2603.29620 • Published 17 days ago • 46
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence? Paper • 2604.03016 • Published 15 days ago • 37
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published 12 days ago • 233
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models Paper • 2306.13394 • Published Jun 23, 2023
CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes Paper • 2310.09761 • Published Oct 15, 2023 • 1
FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning Paper • 2212.00465 • Published Dec 1, 2022
T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs Paper • 2411.19951 • Published Nov 29, 2024
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification Paper • 2412.00876 • Published Dec 1, 2024
FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression Paper • 2412.04317 • Published Dec 5, 2024 • 1
Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM Paper • 2411.00774 • Published Nov 1, 2024
Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy Paper • 2502.05177 • Published Feb 7, 2025 • 2
VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model Paper • 2505.03739 • Published May 6, 2025 • 10
What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation Paper • 2505.19569 • Published May 26, 2025
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery Paper • 2501.05272 • Published Jan 9, 2025 • 1
Aligning and Prompting Everything All at Once for Universal Visual Perception Paper • 2312.02153 • Published Dec 4, 2023
VITA-VLA: Efficiently Teaching Vision-Language Models to Act via Action Expert Distillation Paper • 2510.09607 • Published Oct 10, 2025 • 2
Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models Paper • 2509.26165 • Published Sep 30, 2025
Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models Paper • 2409.05381 • Published Sep 9, 2024