DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
☆66Jun 10, 2025Updated 8 months ago
Alternatives and similar repositories for DeepPerception
Users that are interested in DeepPerception are comparing it to the libraries listed below
Sorting:
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109May 27, 2025Updated 9 months ago
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆35Jul 15, 2025Updated 7 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆135Sep 11, 2025Updated 5 months ago
- [CVPR 2025] MicroVQA eval and 🤖RefineBot code for "MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research"…☆32Nov 25, 2025Updated 3 months ago
- Official repo of the ICLR 2025 paper "MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos"☆28Jul 15, 2025Updated 7 months ago
- ☆18Jun 10, 2025Updated 8 months ago
- Official Implementation of CODE☆17Sep 26, 2024Updated last year
- ☆16Jul 23, 2024Updated last year
- ☆34May 9, 2025Updated 9 months ago
- iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models☆21Jan 29, 2025Updated last year
- MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment☆35Jul 1, 2024Updated last year
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆233Nov 7, 2025Updated 3 months ago
- ☆37Sep 16, 2024Updated last year
- [NeurIPS 2025] Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation☆71Oct 17, 2025Updated 4 months ago
- Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge☆106Jan 30, 2026Updated last month
- [NeurIPS 2024] TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration☆26Oct 17, 2024Updated last year
- Modality Gap–Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models☆51Updated this week
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆114Dec 24, 2025Updated 2 months ago
- Official implement of MIA-DPO☆70Jan 23, 2025Updated last year
- Pruning the VLLMs☆106Dec 9, 2024Updated last year
- Official InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows☆19Nov 4, 2025Updated 3 months ago
- [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models☆17Nov 4, 2025Updated 3 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆181Oct 14, 2024Updated last year
- [CVPR 2025] CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning☆37Apr 21, 2025Updated 10 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Nov 9, 2024Updated last year
- Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approach☆19Nov 17, 2025Updated 3 months ago
- This is the code repo for our paper "Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression".☆12Feb 27, 2024Updated 2 years ago
- ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation☆25Aug 24, 2025Updated 6 months ago
- ☆13Jan 22, 2025Updated last year
- Mixture-of-Basis-Experts for Compressing MoE-based LLMs☆29Dec 24, 2025Updated 2 months ago
- ☆13Jul 10, 2024Updated last year
- [ACM MM 2025 🔥🔥 ] MIRA: A first-of-its-kind medical RAG framework that fuses image features and retrieved knowledge with dynamic contex…☆18Aug 28, 2025Updated 6 months ago
- ☆11Oct 2, 2024Updated last year
- Codes for our paper "AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems"☆13Dec 13, 2024Updated last year
- ☆23Jan 22, 2026Updated last month
- [ICLR 2026] Official repo for "Spotlight on Token Perception for Multimodal Reinforcement Learning"☆49Jan 30, 2026Updated last month
- ☆34Mar 18, 2025Updated 11 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆769Sep 7, 2025Updated 5 months ago
- ☆46Dec 30, 2024Updated last year