mragbench / MRAG-Bench
[ICLR 2025] Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
☆44Updated 3 months ago
Alternatives and similar repositories for MRAG-Bench
Users that are interested in MRAG-Bench are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Matryoshka Query Transformer for Large Vision-Language Models☆106Updated 10 months ago
- DocGenome: An Open Large-scale Scientific Document Benchmark for Training and Testing Multi-modal Large Models☆132Updated 4 months ago
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆135Updated 2 months ago
- Mulberry, an o1-like Reasoning and Reflection MLLM Implemented via Collective MCTS☆1,175Updated last month
- ☆58Updated 2 months ago
- R1-like Computer-use Agent☆70Updated last month
- Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models☆176Updated 6 months ago
- ✨ A synthetic dataset generation framework that produces diverse coding questions and verifiable solutions - all in one framwork☆217Updated last month
- DeepRetrieval - Hacking 🔥Real Search Engines and Retrievers with LLM via RL☆491Updated last week
- [ECCV 2024] Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?☆160Updated 2 weeks ago
- SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing☆141Updated 2 months ago
- Codebase for Iterative DPO Using Rule-based Rewards☆245Updated last month
- [NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation☆99Updated 7 months ago
- [NeurIPS 2022] Official code for REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering☆101Updated last month
- (AAAI 2024) BLIVA: A Simple Multimodal LLM for Better Handling of Text-rich Visual Questions☆257Updated last year
- ☆138Updated 3 weeks ago
- Multi-granularity Correspondence Learning from Long-term Noisy Videos [ICLR 2024, Oral]☆113Updated last year
- Improving Generalist Model with Domain-Specific Experts☆85Updated 4 months ago
- [ICML 2025 Spotlight] An official implementation of VideoRoPE: What Makes for Good Video Rotary Position Embedding?☆143Updated 3 weeks ago
- CoS: Chain-of-Shot Prompting for Long Video Understanding☆47Updated 3 months ago
- (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator☆107Updated last month
- 🚀 [NeurIPS24] Make Vision Matter in Visual-Question-Answering (VQA)! Introducing NaturalBench, a vision-centric VQA benchmark (NeurIPS'2…☆83Updated last month
- The repository for the paper titled "Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks"☆155Updated 4 months ago
- Official repository of MMGenBench☆120Updated 2 months ago
- 🔥 🔥 🔥 [NeurIPS 2024] Official Implementation of Hawk: Learning to Understand Open-World Video Anomalies☆196Updated last month
- A post-training method to enhance CLIP's fine-grained visual representations with generative models.☆49Updated last month
- Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasonin…☆167Updated 5 months ago
- [CVPR 2025 Highlight] Official code for "Olympus: A Universal Task Router for Computer Vision Tasks"☆421Updated last month
- We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that …☆93Updated last year
- [SIGIR'2024 Best Paper Honorable Mention] Official repository for "LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Compose…☆53Updated 2 months ago