TIGER-AI-Lab / MEGA-BenchLinks
This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR 2025]
☆77Updated 5 months ago
Alternatives and similar repositories for MEGA-Bench
Users that are interested in MEGA-Bench are comparing it to the libraries listed below
Sorting:
- Multimodal RewardBench☆55Updated 10 months ago
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆73Updated last year
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆152Updated 2 months ago
- ☆62Updated 3 months ago
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆49Updated 6 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆169Updated 6 months ago
- This repo contains code and data for ICLR 2025 paper MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs☆36Updated 9 months ago
- Data and Code for CVPR 2025 paper "MMVU: Measuring Expert-Level Multi-Discipline Video Understanding"☆76Updated 9 months ago
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆123Updated 5 months ago
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆72Updated last year
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆94Updated 7 months ago
- A Framework for Decoupling and Assessing the Capabilities of VLMs☆43Updated last year
- ☆126Updated last week
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated last year
- ☆50Updated 2 years ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆62Updated last year
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]☆44Updated 5 months ago
- MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment☆35Updated last year
- Official repo for StableLLAVA☆95Updated 2 years ago
- ☆63Updated 2 months ago
- ☆79Updated 6 months ago
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 11 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 6 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆84Updated 10 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆119Updated last year
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]☆237Updated 9 months ago
- [ICLR 2025] Source code for paper "A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegr…☆79Updated last year
- Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs☆97Updated last year
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆92Updated last year
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆182Updated 9 months ago