luka-group / mDPO
[EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
☆63Updated 3 months ago
Alternatives and similar repositories for mDPO:
Users that are interested in mDPO are comparing it to the libraries listed below
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆42Updated 3 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆68Updated 8 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆81Updated last year
- ☆60Updated 8 months ago
- 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
- A Self-Training Framework for Vision-Language Reasoning☆63Updated 3 weeks ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆63Updated 8 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆78Updated 10 months ago
- ☆24Updated 9 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆33Updated 10 months ago
- ☆29Updated 7 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆43Updated 7 months ago
- ☆94Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆141Updated 9 months ago
- ☆58Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆79Updated 9 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆43Updated 2 weeks ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated last month
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆18Updated 8 months ago
- ☆61Updated 7 months ago
- Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)☆15Updated 9 months ago
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …☆39Updated last week
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆62Updated 4 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆34Updated 2 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆89Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆29Updated 10 months ago
- The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"☆41Updated 3 weeks ago
- ☆59Updated last year