shulin16 / MMInALinks
[ACL2025 Findings] Benchmarking Multihop Multimodal Internet Agents
☆47Updated 9 months ago
Alternatives and similar repositories for MMInA
Users that are interested in MMInA are comparing it to the libraries listed below
Sorting:
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆61Updated last year
- A Framework for Decoupling and Assessing the Capabilities of VLMs☆43Updated last year
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆73Updated last year
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆50Updated 7 months ago
- Code for Paper: Harnessing Webpage Uis For Text Rich Visual Understanding☆53Updated 11 months ago
- [MTI-LLM@NeurIPS 2025] Official implementation of "PyVision: Agentic Vision with Dynamic Tooling."☆137Updated 4 months ago
- This repo contains code and data for ICLR 2025 paper MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs☆34Updated 8 months ago
- ☆50Updated 5 months ago
- This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR 2025]☆77Updated 5 months ago
- Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs☆97Updated last year
- ☆50Updated 2 years ago
- Pytorch implementation of HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models☆28Updated last year
- Code and data for the paper: Learning Action and Reasoning-Centric Image Editing from Videos and Simulation☆31Updated 5 months ago
- [TMLR 2024] Official implementation of "Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics"☆20Updated 2 years ago
- Multimodal RewardBench☆55Updated 9 months ago
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]☆35Updated 3 months ago
- Code repo for "Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding"☆28Updated last year
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆49Updated 6 months ago
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 10 months ago
- [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆51Updated 2 months ago
- ☆16Updated last year
- Resa: Transparent Reasoning Models via SAEs☆44Updated 2 months ago
- Official implementation of ECCV24 paper: POA☆24Updated last year
- This repo contains code for the paper "Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM"☆16Updated last month
- ☆62Updated last month
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆31Updated 7 months ago
- This is the implementation of CounterCurate, the data curation pipeline of both physical and semantic counterfactual image-caption pairs.☆19Updated last year
- [ICLR 2025] Source code for paper "A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegr…☆79Updated 11 months ago
- 🚀 LLM-I: Transform LLMs into natural interleaved multimodal creators! ✨ Tool-use framework supporting image search, generation, code ex…☆33Updated last month
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆24Updated last year