MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
☆78Oct 16, 2024Updated last year
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
- Multilingual Medicine: Model, Dataset, Benchmark, Code☆200Oct 15, 2024Updated last year
- Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model☆31May 15, 2026Updated 2 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆48Nov 10, 2024Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆281Jun 25, 2024Updated 2 years 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.
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆35Nov 27, 2025Updated 8 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆79Jul 13, 2024Updated 2 years ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆366Jan 14, 2025Updated last year
- MyPhoneBench: Do Phone-Use Agents Respect Your Privacy?☆24Apr 3, 2026Updated 4 months ago
- 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
- This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for E…☆592Jul 28, 2026Updated last week
- VHTest☆16Oct 31, 2024Updated last year
- ☆90Jul 4, 2024Updated 2 years ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆104Jan 30, 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.
- [NAACL 2025] Representing Rule-based Chatbots with Transformers☆23Feb 9, 2025Updated last year
- [CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"☆52Jun 16, 2025Updated last year
- [NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents☆318Apr 16, 2024Updated 2 years ago
- The "GPT-API-Accelerate" project provides a set of Python classes for accelerating the process of generating responses to prompts using t…☆23Oct 12, 2024Updated last year
- [ICLR 2025] Mathematical Visual Instruction Tuning for Multi-modal Large Language Models☆156Dec 5, 2024Updated last year
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆60Jul 26, 2024Updated 2 years ago
- [NLPCC'23] ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles PyTorch Implementation☆14Oct 7, 2023Updated 2 years ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆63Aug 23, 2024Updated last year
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆98Sep 14, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- codes for ICML2021 paper iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients☆10May 27, 2021Updated 5 years ago
- CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts☆163Jun 8, 2024Updated 2 years ago
- [EMNLP'23 Oral] ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue PyTorch Implementation☆12Dec 4, 2023Updated 2 years ago
- [CVPR 2024] LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge☆154Sep 3, 2025Updated 11 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆87Oct 26, 2025Updated 9 months ago
- The official GitHub page for ''What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Ins…☆19Nov 10, 2023Updated 2 years ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆94Apr 30, 2024Updated 2 years ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆117Aug 21, 2025Updated 11 months ago
- [EMNLP 2024] Official code for "Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models"☆20Oct 17, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official code for "Evaluations of Machine Learning Privacy Defenses are Misleading" (https://arxiv.org/abs/2404.17399)☆13Apr 29, 2024Updated 2 years ago
- Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models☆46Jun 14, 2024Updated 2 years ago
- ☆65Feb 5, 2024Updated 2 years ago
- Mitigating Open-Vocabulary Caption Hallucinations (EMNLP 2024)☆19Oct 18, 2024Updated last year
- (ICCV 2025) Holistic Tokenizer for Autoregressive Image Generation☆34Oct 9, 2025Updated 10 months ago
- [CVPR2024] ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts☆340Jul 17, 2024Updated 2 years ago
- a family of highly capabale yet efficient large multimodal models☆195Aug 23, 2024Updated last year