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 3 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☆54Updated 8 months ago
- ☆60Updated last month
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆48Updated 4 months ago
- ☆50Updated last year
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆73Updated 10 months ago
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆85Updated 5 months ago
- [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆47Updated 3 weeks ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆147Updated 3 weeks ago
- A Framework for Decoupling and Assessing the Capabilities of VLMs☆43Updated last year
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]☆39Updated 3 months ago
- https://huggingface.co/datasets/multimodal-reasoning-lab/Zebra-CoT☆87Updated 2 months ago
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆113Updated 3 months ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆174Updated 7 months ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆61Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated 10 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆157Updated 4 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆59Updated last year
- Data and Code for CVPR 2025 paper "MMVU: Measuring Expert-Level Multi-Discipline Video Understanding"☆75Updated 7 months ago
- Official repo for StableLLAVA☆94Updated last year
- Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]☆230Updated 7 months ago
- This repo contains code and data for ICLR 2025 paper MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs☆31Updated 7 months ago
- This repository is maintained to release dataset and models for multimodal puzzle reasoning.☆106Updated 7 months ago
- ☆74Updated 4 months ago
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆84Updated 2 months ago
- MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment☆35Updated last year
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 9 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 11 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 8 months ago
- ☆60Updated last week
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆70Updated last year