Wang-ML-Lab / multimodal-needle-in-a-haystackLinks
[NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models
☆54Updated 7 months ago
Alternatives and similar repositories for multimodal-needle-in-a-haystack
Users that are interested in multimodal-needle-in-a-haystack are comparing it to the libraries listed below
Sorting:
- ☆55Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 8 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆62Updated last year
- Official implementation for "MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?"☆47Updated 6 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆86Updated 3 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆50Updated last year
- [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆52Updated 2 months ago
- A Framework for Decoupling and Assessing the Capabilities of VLMs☆43Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆91Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆84Updated 11 months ago
- [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆171Updated 3 months ago
- Multimodal RewardBench☆55Updated 10 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆145Updated 2 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 10 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆40Updated 7 months ago
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆79Updated 6 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 7 months ago
- Preference Learning for LLaVA☆58Updated last year
- [ACL2025 Findings] Benchmarking Multihop Multimodal Internet Agents☆47Updated 10 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆147Updated last year
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆88Updated 4 months ago
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆73Updated last year
- Large Language Models Can Self-Improve in Long-context Reasoning☆73Updated last year
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆42Updated 6 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆83Updated 2 months ago
- ☆50Updated 2 years ago
- ☆107Updated 11 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆170Updated 6 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆61Updated last year