Evaluation code for Ref-L4, a new REC benchmark in the LMM era
☆61Dec 28, 2024Updated last year
Alternatives and similar repositories for Ref-L4
Users that are interested in Ref-L4 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS2024] - SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion☆103Oct 29, 2025Updated 7 months ago
- ☆31Mar 25, 2024Updated 2 years ago
- [NeurIPS 2024] A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era☆10Aug 6, 2024Updated last year
- [ICLR 2024 & ECCV 2024] The All-Seeing Projects: Towards Panoptic Visual Recognition&Understanding and General Relation Comprehension of …☆509Aug 9, 2024Updated last year
- ☆23Aug 20, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆10Oct 5, 2023Updated 2 years ago
- Visual and Embodied Concepts evaluation benchmark☆21Oct 10, 2023Updated 2 years ago
- HallE-Control: Controlling Object Hallucination in LMMs☆32Apr 10, 2024Updated 2 years ago
- [COLM-2024] List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs☆145Aug 23, 2024Updated last year
- [NeurIPS 2024] OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling.☆31Nov 13, 2025Updated 7 months ago
- [ICLR 2026] MMDuet2: Enhancing Proactive Interaction of Video MLLMs with Multi-Turn Reinforcement Learning☆35Jan 14, 2026Updated 5 months ago
- ☆13Oct 30, 2023Updated 2 years ago
- [ICLR 2025] IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model☆37Nov 27, 2024Updated last year
- This repository contains the code for UNETR: Transformers for 3D Medical Image Segmentation [1]. UNETR is the first 3D segmentation netwo…☆16Jul 8, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A simple visual test-time scaling method for GUI agent grounding☆26Dec 7, 2025Updated 6 months ago
- This is a PyTorch implementation of 3DRefTR proposed by our paper "A Unified Framework for 3D Point Cloud Visual Grounding"☆26Aug 24, 2023Updated 2 years ago
- [ICLR-2026] Rex-Thinker: Grounded Object Refering via Chain-of-Thought Reasoning☆149Jun 30, 2025Updated 11 months ago
- [CVPR'26] UniGame code implementation☆20Apr 21, 2026Updated last month
- This repository hosts the code of the research presented in ECCV 2024 "CoLA: Conditional Dropout and Language-driven Robust Dual-modal Sa…☆18Dec 5, 2024Updated last year
- ☆13Sep 22, 2023Updated 2 years ago
- DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception☆159Dec 6, 2024Updated last year
- Code and dataset link for "DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World"☆129Oct 2, 2025Updated 8 months ago
- LLMBind: A Unified Modality-Task Integration Framework☆19Jun 16, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official repository for paper MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning(https://arxiv.org/abs/2406.17770).☆159Sep 27, 2024Updated last year
- GenEval: An object-focused framework for evaluating text-to-image alignment☆456Mar 3, 2025Updated last year
- CoreML Model Zoo: collection of unified and converted pre-trained models☆23Jul 27, 2020Updated 5 years ago
- Official repo of Griffon series including v1(ECCV 2024), v2(ICCV 2025), G, and R, and also the RL tool Vision-R1(CVPR 2026).☆249Apr 17, 2026Updated last month
- ☆45Jan 4, 2026Updated 5 months ago
- Official implementation of UNAD: Universal Anatomy-initialized Noise Distribution Learning Framework Towards Low-dose CT Denoising☆17Mar 19, 2024Updated 2 years ago
- Code for ACL 2023 Oral Paper: ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning☆12Aug 23, 2025Updated 9 months ago
- A benchmark dataset for GREx: GRES, GREC, and GREG [CVPR 2023 & IJCV 2026]☆241Nov 14, 2025Updated 7 months ago
- ☆106Jun 10, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [CVPR 2024 🔥] Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses tha…☆959Aug 5, 2025Updated 10 months ago
- [TMM 2023] Self-paced Curriculum Adapting of CLIP for Visual Grounding.☆134Nov 10, 2025Updated 7 months ago
- CLAIR: A (surprisingly) simple semantic text metric with large language models.☆22Jan 28, 2024Updated 2 years ago
- [ICLR 2026 Oral] FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging☆104Apr 30, 2026Updated last month
- Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model☆36Jan 8, 2025Updated last year
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆62Dec 10, 2024Updated last year
- (NeurIPS 2025 D&B Track) OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps☆27May 4, 2026Updated last month