FreedomIntelligence / MLLM-BenchLinks
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
☆70Updated 10 months ago
Alternatives and similar repositories for MLLM-Bench
Users that are interested in MLLM-Bench are comparing it to the libraries listed below
Sorting:
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 9 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆91Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 8 months ago
- ☆100Updated last year
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆55Updated 9 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆159Updated 10 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 6 months ago
- A RLHF Infrastructure for Vision-Language Models☆181Updated 9 months ago
- A collection of visual instruction tuning datasets.☆76Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆269Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆128Updated last year
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆81Updated 6 months ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated last year
- Touchstone: Evaluating Vision-Language Models by Language Models☆83Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆87Updated last year
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆90Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆89Updated last year
- ☆85Updated 7 months ago
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆113Updated 3 months ago
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆56Updated last year
- Official implementation of the Law of Vision Representation in MLLMs☆163Updated 9 months ago
- Preference Learning for LLaVA☆48Updated 9 months ago
- ☆66Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆105Updated 2 months ago
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆34Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆55Updated 8 months ago
- Official repository of MMDU dataset☆93Updated 10 months ago
- ☆50Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 9 months ago