The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
☆85Jan 27, 2025Updated last year
Alternatives and similar repositories for Multi-modal-Self-instruct
Users that are interested in Multi-modal-Self-instruct are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆160Apr 22, 2025Updated last year
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆18Jul 21, 2024Updated 2 years ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆196Mar 17, 2025Updated last year
- MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment☆35Jul 1, 2024Updated 2 years ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆119Apr 6, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆159Dec 6, 2024Updated last year
- Code for "Can We Characterize Tasks Without Labels or Features?" (CVPR 2021)☆11Aug 31, 2021Updated 4 years ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆770Sep 7, 2025Updated 10 months ago
- Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.☆760May 21, 2026Updated 2 months ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆279May 26, 2025Updated last year
- [Preprint] GMem: A Modular Approach for Ultra-Efficient Generative Models☆43Mar 11, 2025Updated last year
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆98Sep 14, 2024Updated last year
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆54Oct 19, 2024Updated last year
- 😎 Awesome papers on token redundancy reduction☆14Mar 12, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆21Apr 16, 2025Updated last year
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆22Jan 11, 2026Updated 6 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆112Sep 18, 2025Updated 10 months ago
- [EMNLP 2024] Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality☆23Oct 8, 2024Updated last year
- [ACL2024] Progressively Modality Freezing for Multi-Modal Entity Alignment☆19Apr 10, 2025Updated last year
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆142Jun 20, 2024Updated 2 years ago
- [CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"☆52Jun 16, 2025Updated last year
- Training and testing code from our CVPR 2023 paper "Are Deep Neural Networks SMARTer than Second Graders?"☆11Aug 10, 2023Updated 2 years ago
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆61Aug 25, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆48Nov 10, 2024Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆156Jul 13, 2026Updated last week
- [TMLR 2025] Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles☆15Oct 17, 2025Updated 9 months ago
- The Code Repo for Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization☆129Sep 2, 2024Updated last year
- CVPR 2022 (Oral) Pytorch Code for Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment☆21Apr 15, 2022Updated 4 years ago
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆67Sep 27, 2025Updated 9 months ago
- ☆88Aug 18, 2024Updated last year
- A Framework for Decoupling and Assessing the Capabilities of VLMs☆44Jun 28, 2024Updated 2 years ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆68Oct 19, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning, release the dataset and the model weight☆13May 26, 2025Updated last year
- ☆158Oct 12, 2022Updated 3 years ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆94Aug 8, 2025Updated 11 months ago
- [NeurIPS'24 LanGame workshop] On The Planning Abilities of OpenAI's o1 Models: Feasibility, Optimality, and Generalizability☆42Apr 10, 2026Updated 3 months ago
- Cambrian-1 is a family of multimodal LLMs with a vision-centric design.☆2,008Nov 7, 2025Updated 8 months ago
- Repo of HawkLlama.☆16Jan 2, 2025Updated last year
- [ECCV 2024] Learning Video Context as Interleaved Multimodal Sequences☆46Mar 11, 2025Updated last year