Alternatives and similar repositories for CELLO

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

• tsinghua-fib-lab / SmartAgent
  The official repository of "SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World".
  ☆27Updated 3 months ago
• gzcch / Bingo
  ☆55Updated last year
• alchemistyzz / PeRL
  [NeurIPS'25] The official code of "PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning"
  ☆27Updated 2 months ago
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆49Updated last year
• shiqichen17 / AdaptVis
  Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)
  ☆65Updated 7 months ago
• zeyofu / ReFocus_Code
  Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]
  ☆43Updated 4 months ago
• MeganTj / multimodal_alignment
  ☆18Updated 6 months ago
• Gabesarch / ICAL
  ☆52Updated 7 months ago
• kokolerk / TON
  [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
  ☆51Updated 2 months ago
• princeton-pli / VLM_S2H
  Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?
  ☆15Updated 6 months ago
• yuhui-zh15 / AutoConverter
  Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…
  ☆39Updated 6 months ago
• kigb / DropoutDecoding
  [NeurIPS 2025] Official Implementation for "Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding"
  ☆22Updated last year
• si0wang / ViCrit
  ☆24Updated 6 months ago
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆91Updated last year
• zzzhr97 / SpecBench
  ☆22Updated last month
• princeton-pli / what-makes-good-rm
  [NeurIPS 2025] What Makes a Reward Model a Good Teacher? An Optimization Perspective
  ☆40Updated 3 months ago
• kaistAI / Volcano
  [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…
  ☆47Updated last year
• MikeWangWZHL / dymu
  ☆23Updated 7 months ago
• DynaMath / DynaMath
  A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
  ☆27Updated last year
• KejiaZhang-Robust / TARS
  TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs
  ☆23Updated 2 months ago
• waltonfuture / MM-UPT
  [NeurIPS 2025] Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
  ☆70Updated last month
• mathllm / Step-Controlled_DPO
  ☆23Updated last year
• sled-group / world-to-words
  Official Code for ACL 2023 Outstanding Paper: World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Languag…
  ☆33Updated 2 years ago
• hkust-nlp / GUIMid
  ☆21Updated 7 months ago
• OmniMMI / M4
  [CVPR 2025] OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts
  ☆13Updated 8 months ago
• AV-Odyssey / AV-Odyssey
  This repo contains evaluation code for the paper "AV-Odyssey: Can Your Multimodal LLMs Really Understand Audio-Visual Information?"
  ☆31Updated 11 months ago
• s-vco / s-vco
  Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images
  ☆16Updated 6 months ago
• rdi-berkeley / awesome-RLVR-boundary
  A curated list of resources on Reinforcement Learning with Verifiable Rewards (RLVR) and the reasoning capability boundary of Large Langu…
  ☆85Updated this week
• XinrunXu / DeepPHY
  DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning
  ☆164Updated last month
• YiyangZhou / CSR
  [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
  ☆84Updated last month