Alternatives and similar repositories for ConBench:

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

• Gumpest / SparseVLMs
  Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".
  ☆77Updated 4 months ago
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆57Updated 5 months ago
• Cooperx521 / PyramidDrop
  (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
  ☆63Updated this week
• joez17 / VideoNIAH
  VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
  ☆39Updated last week
• longvideobench / LongVideoBench
  [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.
  ☆85Updated 7 months ago
• lzhxmu / VTW
  Code release for VTW (AAAI 2025) Oral
  ☆32Updated last month
• Theia-4869 / FasterVLM
  Official code for paper: [CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster.
  ☆48Updated 2 months ago
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆116Updated 9 months ago
• vlf-silkie / VLFeedback
  ☆94Updated last year
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆78Updated 11 months ago
• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆54Updated 6 months ago
• SUSTechBruce / LOOK-M
  [EMNLP 2024 Findings🔥] Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Infe…
  ☆91Updated 3 months ago
• foundation-multimodal-models / CAPTURE
  ☆50Updated 7 months ago
• hasanar1f / HiRED
  [AAAI 2025] HiRED strategically drops visual tokens in the image encoding stage to improve inference efficiency for High-Resolution Visio…
  ☆23Updated last month
• JinXins / Awesome-Token-Merge-for-MLLMs
  A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.
  ☆36Updated last month
• HKUST-LongGroup / CoMM
  Official repository for CoMM Dataset
  ☆27Updated 2 months ago
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆44Updated 7 months ago
• gyxxyg / TRACE
  [ICLR 2025] TRACE: Temporal Grounding Video LLM via Casual Event Modeling
  ☆70Updated last month
• RifleZhang / LLaVA-Reasoner-DPO
  ☆65Updated last month
• Osilly / dynamic_llava
  [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…
  ☆25Updated 3 months ago
• BAAI-DCAI / Multimodal-Robustness-Benchmark
  ☆41Updated 2 months ago
• palchenli / VL-Instruction-Tuning
  ☆91Updated last year
• shufangxun / LLaVA-MoD
  [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
  ☆89Updated last month
• OpenGVLab / V2PE
  [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
  ☆30Updated 2 months ago
• Yanqing0327 / MLLMs-Augmented
  The official implementation of 《MLLMs-Augmented Visual-Language Representation Learning》
  ☆31Updated 11 months ago
• DreamMr / HR-Bench
  PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…
  ☆20Updated 3 weeks ago
• takomc / amp
  【NeurIPS 2024】The official code of paper "Automated Multi-level Preference for MLLMs"
  ☆18Updated 5 months ago
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated 11 months ago
• hshjerry / VideoEspresso
  [CVPR'25] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
  ☆51Updated this week