OpenKG-ORG / EasyDetect
An Easy-to-use Hallucination Detection Framework for LLMs.
☆58Updated last year
Alternatives and similar repositories for EasyDetect:
Users that are interested in EasyDetect are comparing it to the libraries listed below
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆72Updated 5 months ago
- Official Code of IdealGPT☆35Updated last year
- A Survey on the Honesty of Large Language Models☆57Updated 4 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆46Updated 5 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆58Updated 4 months ago
- ☆71Updated 10 months ago
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆46Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 10 months ago
- ☆73Updated 3 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆67Updated 2 months ago
- A Self-Training Framework for Vision-Language Reasoning☆76Updated 2 months ago
- ☆44Updated 5 months ago
- ☆55Updated 6 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆94Updated last year
- Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal …☆47Updated last month
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- ☆97Updated last year
- An automatic MLLM hallucination detection framework☆19Updated last year
- This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"☆47Updated 5 months ago
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆20Updated 2 months ago
- Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?☆20Updated last month
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 9 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆68Updated 4 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆35Updated last year
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 2 months ago
- ☆41Updated 2 weeks ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆75Updated 2 months ago
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆102Updated last week
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆41Updated 6 months ago