VT-NLP / MultiInstruct
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
☆133Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MultiInstruct
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆182Updated 7 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆108Updated last month
- ☆58Updated 9 months ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆255Updated 8 months ago
- ☆121Updated 3 weeks ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆84Updated last month
- ☆85Updated 10 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆135Updated 6 months ago
- Official repository for the A-OKVQA dataset☆64Updated 6 months ago
- ☆25Updated last week
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆66Updated 9 months ago
- ☆32Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆79Updated 9 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆73Updated 7 months ago
- ☆27Updated last year
- 🦩 Visual Instruction Tuning with Polite Flamingo - training multi-modal LLMs to be both clever and polite! (AAAI-24 Oral)☆63Updated 11 months ago
- This repo contains codes and instructions for baselines in the VLUE benchmark.☆41Updated 2 years ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆55Updated last month
- M-HalDetect Dataset Release☆19Updated last year
- ☆63Updated 5 years ago
- SVIT: Scaling up Visual Instruction Tuning☆163Updated 5 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆16Updated 5 months ago
- A RLHF Infrastructure for Vision-Language Models☆104Updated this week
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆33Updated last year
- Research code for "KAT: A Knowledge Augmented Transformer for Vision-and-Language"☆61Updated 2 years ago
- 😎 up-to-date & curated list of awesome LMM hallucinations papers, methods & resources.☆145Updated 7 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆73Updated 6 months ago
- MATH-Vision dataset and code to measure Multimodal Mathematical Reasoning capabilities.☆69Updated last month
- ICCV 2023 (Oral) Open-domain Visual Entity Recognition Towards Recognizing Millions of Wikipedia Entities☆33Updated 2 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆41Updated last year