TiC-CLIP - a apple Collection

apple 's Collections

FastVLM

AIMv2

Core ML Gallery Models

OpenELM Instruct Models

OpenELM Pretrained Models

MobileCLIP Models + DataCompDR Data

DepthPro Models

Core ML Stable Diffusion

Core ML FastViT

Core ML Depth Anything

DFN Models + Data

AIM

DCLM

Core ML Segment Anything 2

TiC-CLIP

updated Aug 25

Benchmark for the design of efficient continual learning of image-text models over years.

TiC-CLIP: Continual Training of CLIP Models

Paper • 2310.16226 • Published Oct 24, 2023 • 9
apple/TiC-DataComp

Preview • Updated Jun 13, 2024 • 2.04k • 3
apple/TiC-CLIP-basic-cumulative

Zero-Shot Image Classification • Updated Feb 24 • 66 • 1
apple/TiC-CLIP-basic-oracle

Zero-Shot Image Classification • Updated Feb 24 • 25
apple/TiC-CLIP-basic-sequential

Zero-Shot Image Classification • Updated Feb 24 • 87 • 1
apple/TiC-CLIP-bestpool-cumulative

Zero-Shot Image Classification • Updated Feb 24 • 132 • 3
apple/TiC-CLIP-bestpool-oracle

Zero-Shot Image Classification • Updated Feb 24 • 9
apple/TiC-CLIP-bestpool-sequential

Zero-Shot Image Classification • Updated Feb 24 • 104