FreedomIntelligence / MLLM-BenchLinks
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
☆71Updated 11 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:
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 10 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 8 months ago
- ☆100Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆93Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆81Updated 10 months ago
- ☆50Updated last year
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆165Updated last year
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆89Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆273Updated last year
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆114Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆132Updated last year
- A RLHF Infrastructure for Vision-Language Models☆184Updated 10 months ago
- Touchstone: Evaluating Vision-Language Models by Language Models☆83Updated last year
- ☆65Updated last year
- A collection of visual instruction tuning datasets.☆76Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 4 months ago
- Official repository of MMDU dataset☆94Updated last year
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆147Updated 10 months ago
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆310Updated 8 months ago
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆35Updated last year
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆126Updated 5 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆295Updated last year
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆46Updated last year
- Preference Learning for LLaVA☆51Updated 10 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- Official implementation of the Law of Vision Representation in MLLMs☆166Updated 10 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆94Updated last month
- ☆91Updated 8 months ago
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆34Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆286Updated last year