JUNJIE99 / VISTA_Evaluation_FineTuning
Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original code and model can be accessed at FlagEmbedding.
☆35Updated 4 months ago
Alternatives and similar repositories for VISTA_Evaluation_FineTuning:
Users that are interested in VISTA_Evaluation_FineTuning are comparing it to the libraries listed below
- [ICLR 2023] This is the code repo for our ICLR‘23 paper "Universal Vision-Language Dense Retrieval: Learning A Unified Representation Spa…☆50Updated 8 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆135Updated 5 months ago
- [ACM MM 2024] Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives☆30Updated 4 months ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆64Updated 4 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆113Updated 4 months ago
- ☆36Updated 8 months ago
- ☆95Updated last year
- LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning☆31Updated this week
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆83Updated last month
- A collection of visual instruction tuning datasets.☆76Updated last year
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆79Updated 8 months ago
- ☆44Updated 3 weeks ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 5 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆48Updated 4 months ago
- 🦩 Visual Instruction Tuning with Polite Flamingo - training multi-modal LLMs to be both clever and polite! (AAAI-24 Oral)☆64Updated last year
- Official repository of MMDU dataset☆86Updated 5 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆34Updated 11 months ago
- ☆61Updated last year
- ☆91Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆31Updated 3 months ago
- ☆64Updated 9 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆66Updated 5 months ago
- ☆42Updated last year
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆33Updated 7 months ago
- ☆24Updated 10 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆73Updated 8 months ago
- ☆33Updated last year
- 【NeurIPS 2024】Dense Connector for MLLMs☆157Updated 5 months ago
- [ICCV2023] Official code for "VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control"☆53Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆73Updated last month