MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
☆78Oct 16, 2024Updated 2 years ago
Alternatives and similar repositories for MLLM-Bench
Users that are interested in MLLM-Bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆38Jul 11, 2024Updated 2 years ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆91Nov 28, 2023Updated 2 years ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆104Jan 30, 2024Updated 2 years ago
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆23Jan 11, 2026Updated 9 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆63Nov 7, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Multilingual Medicine: Model, Dataset, Benchmark, Code☆201Oct 15, 2024Updated 2 years ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆24Jan 1, 2025Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆282Jun 25, 2024Updated 2 years ago
- [NeurIPS 2024] Official Repository of Multi-Object Hallucination in Vision-Language Models☆37Nov 13, 2024Updated last year
- Matryoshka Multimodal Models☆126Jan 22, 2025Updated last year
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆48Nov 10, 2024Updated last year
- [EMNLP 2024] Official code for "Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models"☆20Oct 17, 2024Updated 2 years ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆366Jan 14, 2025Updated last year
- Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model☆35Oct 14, 2026Updated 2 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆165Oct 21, 2025Updated last year
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆55Oct 19, 2024Updated 2 years ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆87Oct 26, 2025Updated last year
- This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for E…☆600Jul 28, 2026Updated 3 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆99Sep 14, 2024Updated 2 years ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆94Apr 30, 2024Updated 2 years ago
- [CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"☆53Jun 16, 2025Updated last year
- Preference Learning for LLaVA☆61Nov 9, 2024Updated last year
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆61Jul 26, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- MyPhoneBench: Do Phone-Use Agents Respect Your Privacy?☆25Apr 3, 2026Updated 6 months ago
- MaXM is a suite of test-only benchmarks for multilingual visual question answering in 7 languages: English (en), French (fr), Hindi (hi),…☆13Jan 16, 2024Updated 2 years ago
- ☆17Oct 21, 2024Updated 2 years ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆79Jul 13, 2024Updated 2 years ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆95Jan 7, 2025Updated last year
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆42Oct 17, 2024Updated 2 years ago
- Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models☆45Jun 14, 2024Updated 2 years ago
- 🚀 [NeurIPS24] Make Vision Matter in Visual-Question-Answering (VQA)! Introducing NaturalBench, a vision-centric VQA benchmark (NeurIPS'2…☆90Jun 24, 2025Updated last year
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆24Sep 9, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2025] Mathematical Visual Instruction Tuning for Multi-modal Large Language Models☆158Dec 5, 2024Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆177Jan 15, 2024Updated 2 years ago
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆36Nov 27, 2025Updated 11 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆182Oct 14, 2024Updated 2 years ago
- ☆16Apr 29, 2021Updated 5 years ago
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆141Dec 31, 2023Updated 2 years ago
- ☆91Jul 4, 2024Updated 2 years ago