bethgelab / frequency_determines_performanceLinks
Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance" [NeurIPS'24]
☆90Updated last year
Alternatives and similar repositories for frequency_determines_performance
Users that are interested in frequency_determines_performance are comparing it to the libraries listed below
Sorting:
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆78Updated 3 months ago
- Code, Data and Red Teaming for ZeroBench☆46Updated 4 months ago
- Patching open-vocabulary models by interpolating weights☆91Updated last year
- ☆23Updated 8 months ago
- Code for T-MARS data filtering☆35Updated 2 years ago
- [ACL 2024 Findings & ICLR 2024 WS] An Evaluator VLM that is open-source, offers reproducible evaluation, and inexpensive to use. Specific…☆76Updated last year
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆30Updated 4 months ago
- Holistic evaluation of multimodal foundation models☆48Updated last year
- ☆26Updated last year
- Repository for the paper: "TiC-CLIP: Continual Training of CLIP Models" ICLR 2024☆104Updated last year
- ☆41Updated last year
- Official implementation of MAIA, A Multimodal Automated Interpretability Agent☆88Updated 2 months ago
- ☆35Updated last year
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Updated last year
- ☆79Updated 11 months ago
- Official PyTorch Implementation of "Rosetta Neurons: Mining the Common Units in a Model Zoo"☆31Updated last year
- Repository for the paper Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning☆36Updated 2 years ago
- ☆39Updated last year
- Python Library to evaluate VLM models' robustness across diverse benchmarks☆211Updated last week
- M4 experiment logbook☆58Updated 2 years ago
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆120Updated last year
- ☆29Updated 2 years ago
- ☆34Updated 8 months ago
- ☆51Updated last year
- [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆150Updated 2 months ago
- Personal implementation of ASIF by Antonio Norelli☆25Updated last year
- ☆134Updated 3 weeks ago
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"☆53Updated last year
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆58Updated 9 months ago
- Official implementation and dataset for the NAACL 2024 paper "ComCLIP: Training-Free Compositional Image and Text Matching"☆36Updated last year