Alternatives and similar repositories for Sparkles

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

• WildVision-AI / WildVision-Bench

  View on GitHub
  ☆16Oct 21, 2024Updated last year
• icoz69 / StableLLAVA

  View on GitHub
  Official repo for StableLLAVA
  ☆95Dec 22, 2023Updated 2 years ago
• archiki / RepARe

  View on GitHub
  ☆21Oct 10, 2023Updated 2 years ago
• SparksJoe / Prism

  View on GitHub
  A Framework for Decoupling and Assessing the Capabilities of VLMs
  ☆43Jun 28, 2024Updated last year
• kai-wen-yang / IDAA

  View on GitHub
  [ICML2022] "Identity-Disentangled Adversarial Augmentation for Self-Supervised Learning"
  ☆10Jul 24, 2022Updated 3 years ago
• AIFEG / BenchLMM

  View on GitHub
  [ECCV 2024] BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models
  ☆86Aug 19, 2024Updated last year
• ZachNagengast / LAION-Dalle-Scraper

  View on GitHub
  Pipeline to scrape prompt + image url pairs from LAION `share-dalle-3` discord channel
  ☆11Oct 10, 2023Updated 2 years ago
• vl-illusion / GVIL

  View on GitHub
  Code and data for EMNLP 2023 paper "Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?"
  ☆15Jan 25, 2024Updated 2 years ago
• Yangyi-Chen / CoTConsistency

  View on GitHub
  The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".
  ☆34Sep 16, 2023Updated 2 years ago
• allenai / feb

  View on GitHub
  Code associated with the paper: "Few-Shot Self-Rationalization with Natural Language Prompts"
  ☆13Apr 27, 2022Updated 3 years ago
• allenai / sherlock

  View on GitHub
  Code, data, models for the Sherlock corpus
  ☆59Nov 11, 2022Updated 3 years ago
• ChenDelong1999 / polite-flamingo

  View on GitHub
  🦩 Official repository of paper "Visual Instruction Tuning with Polite Flamingo" (AAAI-24 Oral)
  ☆65Dec 9, 2023Updated 2 years ago
• muirbench / MuirBench

  View on GitHub
  A Comprehensive Benchmark for Robust Multi-image Understanding
  ☆17Sep 4, 2024Updated last year
• OpenDFM / MULTI-Benchmark

  View on GitHub
  [SCIS] MULTI-Benchmark: Multimodal Understanding Leaderboard with Text and Images
  ☆44Nov 19, 2025Updated 2 months ago
• core-mm / core-mm

  View on GitHub
  ☆17Feb 22, 2024Updated last year
• AILab-CVC / SEED-Bench

  View on GitHub
  (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.
  ☆360Jan 14, 2025Updated last year
• kevinyaobytedance / llm_eval

  View on GitHub
  LLM evaluation.
  ☆16Nov 7, 2023Updated 2 years ago
• Q-Future / Chinese-Q-Bench

  View on GitHub
  [WIP@Oct 13] 质衡-基准测试 (Q-Bench in Chinese)，包含中文版【底层视觉问答】和【底层视觉描述】数据集，以及中文提示下的图片质量评价。 We will release Q-Bench in more languages in the futu…
  ☆24Jan 7, 2024Updated 2 years ago
• tianyi-lab / HallusionBench

  View on GitHub
  [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…
  ☆325Oct 14, 2025Updated 3 months ago
• RUCAIBox / POPE

  View on GitHub
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆245Aug 21, 2025Updated 5 months ago
• RUCAIBox / ComVint

  View on GitHub
  The official GitHub page for ''What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Ins…
  ☆19Nov 10, 2023Updated 2 years ago
• princetonvisualai / pointingqa

  View on GitHub
  Code for paper "Point and Ask: Incorporating Pointing into Visual Question Answering"
  ☆19Oct 4, 2022Updated 3 years ago
• wuxiyang1996 / AutoHallusion

  View on GitHub
  AutoHallusion Codebase (EMNLP 2024)
  ☆22Dec 6, 2024Updated last year
• kaist-ami / BEAF

  View on GitHub
  [ECCV’24] Official repository for "BEAF: Observing Before-AFter Changes to Evaluate Hallucination in Vision-language Models"
  ☆21Mar 26, 2025Updated 10 months ago
• mightyzau / InfMLLM

  View on GitHub
  ☆19Dec 6, 2023Updated 2 years ago
• CMMMU-Benchmark / CMMMU

  View on GitHub
  ☆48Sep 5, 2024Updated last year
• gmftbyGMFTBY / MomentumDecoding

  View on GitHub
  Momentum Decoding: Open-ended Text Generation as Graph Exploration
  ☆19Jan 27, 2023Updated 3 years ago
• DCDmllm / Cheetah

  View on GitHub
  ☆351May 25, 2024Updated last year
• dondongwon / LPMDataset

  View on GitHub
  ☆51Oct 17, 2023Updated 2 years ago
• sail-sg / MMCBench

  View on GitHub
  ☆27Jan 23, 2024Updated 2 years ago
• zeyofu / Commonsense-T2I

  View on GitHub
  Code for Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense? [COLM 2024]
  ☆24Aug 13, 2024Updated last year
• Vanint / Core-tuning

  View on GitHub
  This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…
  ☆21Dec 17, 2022Updated 3 years ago
• HaozheZhao / MIC

  View on GitHub
  MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU
  ☆360Dec 18, 2023Updated 2 years ago
• FuxiaoLiu / LRV-Instruction

  View on GitHub
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆296Mar 13, 2024Updated last year
• QUVA-Lab / PIN

  View on GitHub
  Official code repo of PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs
  ☆26Jan 14, 2025Updated last year
• EmbodiedGPT / EgoCOT_Dataset

  View on GitHub
  ☆57Apr 4, 2024Updated last year
• Victorwz / VaLM

  View on GitHub
  VaLM: Visually-augmented Language Modeling. ICLR 2023.
  ☆56Mar 6, 2023Updated 2 years ago
• Luodian / GenBench

  View on GitHub
  Benchmarking and Analyzing Generative Data for Visual Recognition
  ☆26Jul 25, 2023Updated 2 years ago
• mitjanikolaus / compositional-image-captioning

  View on GitHub
  Code for the CoNLL 2019 paper "Compositional Generalization in Image Captioning" by Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Ar…
  ☆26Jun 14, 2020Updated 5 years ago