Alternatives and similar repositories for SciFIBench

Users that are interested in SciFIBench are comparing it to the libraries listed below

• RAIVNLab / sugar-crepe
  [NeurIPS 2023] A faithful benchmark for vision-language compositionality
  ☆82Updated last year
• bcdnlp / FAITHSCORE
  ☆30Updated 4 months ago
• ajd12342 / why-winoground-hard
  Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022
  ☆30Updated 2 years ago
• jonathan-roberts1 / zerobench
  Code, Data and Red Teaming for ZeroBench
  ☆46Updated 2 months ago
• yuhui-zh15 / AutoConverter
  Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…
  ☆32Updated last month
• kaistAI / Volcano
  [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…
  ☆46Updated 10 months ago
• google / spiqa
  Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]
  ☆59Updated 6 months ago
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆76Updated last year
• declare-lab / LLM-PuzzleTest
  This repository is maintained to release dataset and models for multimodal puzzle reasoning.
  ☆95Updated 4 months ago
• muirbench / MuirBench
  A Comprehensive Benchmark for Robust Multi-image Understanding
  ☆12Updated 10 months ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆46Updated 8 months ago
• haoyiq114 / VALOR
  Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)
  ☆16Updated last year
• amitakamath / whatsup_vlms
  Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".
  ☆54Updated last year
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆68Updated last year
• yuhui-zh15 / C3
  Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)
  ☆32Updated 9 months ago
• Leezekun / MMSci
  MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension
  ☆45Updated 7 months ago
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆42Updated 8 months ago
• bigai-nlco / LatentSeek
  Official Repository of LatentSeek
  ☆51Updated last month
• cambridgeltl / visual-spatial-reasoning
  [TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.
  ☆127Updated 2 years ago
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆86Updated last year
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆79Updated 5 months ago
• open-vision-language / infoseek
  ☆52Updated last year
• TIGER-AI-Lab / ABC
  ABC: Achieving Better Control of Multimodal Embeddings using VLMs
  ☆14Updated 3 months ago
• vis-nlp / ChartQAPro
  ☆21Updated 2 months ago
• ShujinWu-0814 / MACAROON
  Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"
  ☆14Updated 9 months ago
• visual-haystacks / vhs_benchmark
  🔥 [ICLR 2025] Official Benchmark Toolkits for "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"
  ☆29Updated 5 months ago
• edchengg / infoseek_eval
  EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions
  ☆23Updated last year
• RAIVNLab / CREPE
  [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?
  ☆33Updated 2 years ago
• orrzohar / Video-STaR
  [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
  ☆65Updated last year
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆76Updated 8 months ago