zero-shot-retrieval topic

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

beir-cellar

Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.

izuna385

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

OpenGVLab

official code of “OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding”

Colin97

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

LAION-AI

Transductive Zero-Shot Hashing For Multi-Label Image Retrieval

qinnzou

[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".

OpenMatch

Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.

gchochla

Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN...

encord-team