swordlidev / Evaluation-Multimodal-LLMs-Survey
A Survey on Benchmarks of Multimodal Large Language Models
☆87Updated last month
Alternatives and similar repositories for Evaluation-Multimodal-LLMs-Survey:
Users that are interested in Evaluation-Multimodal-LLMs-Survey are comparing it to the libraries listed below
- Official repository of MMDU dataset☆83Updated 4 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆98Updated 3 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆143Updated last month
- ☆58Updated last month
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆109Updated 2 months ago
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆92Updated this week
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆165Updated 4 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆45Updated 7 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆156Updated 4 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆116Updated 9 months ago
- A Self-Training Framework for Vision-Language Reasoning☆63Updated 3 weeks ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆89Updated last month
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆76Updated 10 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆63Updated 3 months ago
- ☆59Updated last year
- ☆35Updated last month
- A collection of visual instruction tuning datasets.☆76Updated 11 months ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆105Updated 8 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆56Updated 4 months ago
- ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆100Updated 7 months ago
- ☆94Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆81Updated last year
- Code release for VTW (AAAI 2025) Oral☆32Updated last month
- Official implement of MIA-DPO☆49Updated 3 weeks ago
- ☆60Updated 8 months ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆86Updated 3 weeks ago