XiaomiMiMo / lmms-evalLinks
Accelerating the development of large multimodal models (LMMs) with one-click evaluation module - lmms-eval.
☆66Updated 4 months ago
Alternatives and similar repositories for lmms-eval
Users that are interested in lmms-eval are comparing it to the libraries listed below
Sorting:
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆58Updated 11 months ago
- Official repository of MMDU dataset☆98Updated last year
- MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources☆211Updated 2 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 6 months ago
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆90Updated 6 months ago
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆89Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆168Updated 6 months ago
- This repo contains evaluation code for the paper "MileBench: Benchmarking MLLMs in Long Context"☆34Updated last year
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Updated last year
- OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe☆122Updated this week
- The official repo of One RL to See Them All: Visual Triple Unified Reinforcement Learning☆328Updated 6 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆104Updated this week
- Open-Pandora: On-the-fly Control Video Generation☆35Updated last year
- ☆103Updated 11 months ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆144Updated 2 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆100Updated 2 months ago
- ☆100Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated last year
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆51Updated 9 months ago
- A Self-Training Framework for Vision-Language Reasoning☆87Updated 10 months ago
- MiroTrain is an efficient and algorithm-first framework for post-training large agentic models.☆99Updated 3 months ago
- An Arena-style Automated Evaluation Benchmark for Detailed Captioning☆56Updated 6 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆87Updated 4 months ago
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆49Updated 6 months ago
- A RLHF Infrastructure for Vision-Language Models☆187Updated last year
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆60Updated last year
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆115Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆84Updated 10 months ago
- ☆31Updated 3 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆112Updated last year