assafbk / mocha_codeLinks
Mitigating Open-Vocabulary Caption Hallucinations (EMNLP 2024)
☆17Updated 9 months ago
Alternatives and similar repositories for mocha_code
Users that are interested in mocha_code are comparing it to the libraries listed below
Sorting:
- text-only training or language-free training for multimodal tasks (image/audio/video caption, retrieval, text2image)☆11Updated 9 months ago
- ☆11Updated 6 months ago
- ☆11Updated 10 months ago
- [ECCV'24] Official Implementation of Autoregressive Visual Entity Recognizer.☆14Updated last year
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆46Updated last month
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 9 months ago
- This repo contains evaluation code for the paper "AV-Odyssey: Can Your Multimodal LLMs Really Understand Audio-Visual Information?"☆26Updated 7 months ago
- Croc: Pretraining Large Multimodal Models with Cross-Modal Comprehension☆24Updated 9 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆87Updated last year
- Preference Learning for LLaVA☆48Updated 9 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆30Updated 4 months ago
- ☆43Updated 9 months ago
- ☆28Updated 9 months ago
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆56Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆68Updated 2 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 10 months ago
- ☆18Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆36Updated 4 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆35Updated last month
- Official implement of MIA-DPO☆63Updated 6 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆80Updated 9 months ago
- Official implementation of paper ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding☆36Updated 4 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆77Updated last year
- [EMNLP 2023] TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding☆51Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆63Updated 6 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆48Updated 5 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 2 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆47Updated last year
- ☆24Updated last year