large-multimodal-models

[NeurIPS-2024] The offical Implementation of "Instruction-Guided Visual Masking"

[NeurIPS 2025] The official repository of "Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning"

This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"

A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo

[NAACL 2025] Towards Rationality in Language and Multimodal Agents: A Survey

✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Models".

[ICLR'26] SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models