Alternatives and similar repositories for MLLM-CompBench

Users that are interested in MLLM-CompBench are comparing it to the libraries listed below

• PotatoTian / TPGM
  This repo implements the CVPR23 paper Trainable Projected Gradient Method for Robust Fine-tuning
  ☆24Updated last year
• deeplearning-wisc / vit-spurious-robustness
  ☆26Updated 2 years ago
• locuslab / tta_conjugate
  Test-Time Adaptation via Conjugate Pseudo-Labels
  ☆40Updated 2 years ago
• JoyHuYY1412 / Class_Imbalanced_Semi_Supervised_Learning
  ☆18Updated 2 years ago
• oripress / CCC
  Code for Continuously Changing Corruptions (CCC) benchmark + evaluation
  ☆35Updated 9 months ago
• zhangq327 / U-MAE
  Official Code for NeurIPS 2022 Paper: How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders
  ☆58Updated last year
• deeplearning-wisc / poem
  PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022
  ☆28Updated 2 years ago
• princetonvisualai / RememberThePast-DatasetDistillation
  ☆39Updated 2 years ago
• SprocketLab / roboshot
  ☆22Updated last year
• deeplearning-wisc / scone
  ☆9Updated last year
• ExplainableML / WaffleCLIP
  Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…
  ☆57Updated last year
• vita-epfl / ttt-plus-plus
  [NeurIPS21] TTT++: When Does Self-supervised Test-time Training Fail or Thrive?
  ☆70Updated 3 years ago
• virajprabhu / LANCE
  LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images
  ☆32Updated last year
• thu-ml / HiDe-Prompt
  Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)
  ☆84Updated 6 months ago
• chingyaoc / debias_vl
  Code for Debiasing Vision-Language Models via Biased Prompts
  ☆57Updated 2 years ago
• OPTML-Group / ILM-VP
  [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…
  ☆53Updated last year
• Jielin-Qiu / MM_Robustness
  [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift
  ☆37Updated last year
• simpleshinobu / IRMCon
  Implementation for ECCV 2022 Paper "Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generali…
  ☆19Updated 2 years ago
• clear-nus / selective-amnesia
  ☆62Updated 8 months ago
• ynysjtu / ood_bench
  ☆49Updated 2 years ago
• taeckyung / SoTTA
  This is the official PyTorch Implementation of "SoTTA: Robust Test-Time Adaptation on Noisy Data Streams (NeurIPS '23)" by Taesik Gong*, …
  ☆22Updated last year
• spetryk / GALS
  ☆13Updated 2 years ago
• yu-rp / Distribution-Shift-Iverson
  ☆43Updated last year
• FarinaMatteo / zero
  [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!
  ☆46Updated 2 months ago
• zhangmarvin / memo
  ☆65Updated last year
• cvlab-columbia / ZSRobust4FoundationModel
  ☆41Updated last year
• Wang-ML-Lab / bayesian-peft
  [NeurIPS 2024] BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
  ☆27Updated 4 months ago
• cvlab-columbia / DoubleRight
  ☆27Updated last year
• yuhui-zh15 / drml
  Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)
  ☆33Updated 2 years ago
• alinlab / OpenCoS
  ☆15Updated 2 years ago