6 results found Sort:

beir-cellar
beir beir-cellar
194
1.7k
apache-2.0
24
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dpr nlp ance bert sbert use-qa colbert dataset pytorch benchmark retrieval deep-learning elasticsearch retrieval-models passage-retrieval question-generation zero-shot-retrieval information-retrieval sentence-transformers
Created 2021-01-18
434 commits to main branch, last one about a year ago
OpenGVLab
InternVideo OpenGVLab
91
1.5k
apache-2.0
27
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
benchmark multimodal video-clip video-data video-dataset self-supervised video-retrieval foundation-models action-recognition instruction-tuning masked-autoencoder vision-transformer video-understanding zero-shot-retrieval contrastive-learning open-set-recognition video-question-answering zero-shot-classification temporal-action-localization spatio-temporal-action-localization
Created 2022-11-23
229 commits to main branch, last one 10 days ago
Colin97
OpenShape_code Colin97
17
244
apache-2.0
9
official code of “OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding”
3d point-cloud 3d-understanding image-generation 3d-classification 3d-shape-retrieval point-cloud-caption zero-shot-retrieval zero-shot-classification
Created 2023-05-18
26 commits to master branch, last one 11 months ago
LAION-AI
scaling-laws-openclip LAION-AI
12
157
unknown
8
Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)
clip laion pytorch openclip fine-tuning pre-training scaling-laws deep-learning few-shot-learning transfer-learning zero-shot-retrieval zero-shot-classification
Created 2022-12-13
54 commits to master branch, last one about a year ago
OpenMatch
COCO-DR OpenMatch
4
50
mit
4
[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".
nlp bert zero-shot transformer dense-retrieval distributionally zero-shot-retrieval contrastive-learning information-retrieval distributionally-robust pretrained-language-model
Created 2022-10-26
30 commits to main branch, last one about a year ago
encord-team
text-to-image-eval encord-team
1
40
apache-2.0
4
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 ...
knn-search linear-probing evaluation-metrics zero-shot-retrieval embedding-evaluation evaluation-framework embeddings-extraction model-evaluation-metrics text-to-image-evaluation zero-shot-classification zero-shot-image-classification
Created 2024-02-09
89 commits to main branch, last one 4 months ago