Leezekun / MMSci
MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension
☆39Updated 2 months ago
Alternatives and similar repositories for MMSci:
Users that are interested in MMSci are comparing it to the libraries listed below
- Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]☆50Updated last month
- This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception o…☆21Updated 2 months ago
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆26Updated 7 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆49Updated 4 months ago
- PyTorch codes for the paper "An Empirical Study of Multimodal Model Merging"☆38Updated last year
- [EMNLP 2024 Findings] ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs☆24Updated 3 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆63Updated 8 months ago
- LLM for Scientific Research Survey☆50Updated 3 weeks ago
- Official Repository of Are Your LLMs Capable of Stable Reasoning?☆18Updated this week
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆48Updated 2 months ago
- Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."☆44Updated 3 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆41Updated 4 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆77Updated 4 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆96Updated last month
- official implementation of paper "Process Reward Model with Q-value Rankings"☆48Updated 2 weeks ago
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆32Updated 9 months ago
- The code and data for the paper JiuZhang3.0☆40Updated 8 months ago
- [ICLR2025] DiffuGPT and DiffuLLaMA: Scaling Diffusion Language Models via Adaptation from Autoregressive Models☆89Updated 2 months ago
- ☆64Updated 2 weeks ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation"☆23Updated last month
- A trainable user simulator☆34Updated 5 months ago
- MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆32Updated 2 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆67Updated last month
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆65Updated last year
- [NAACL 2025] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆38Updated this week
- Evaluate the Quality of Critique☆35Updated 8 months ago
- ☆61Updated last month
- Structured Chemistry Reasoning with Large Language Models☆32Updated 9 months ago
- This the implementation of LeCo☆30Updated last month