TiC-CLIP - a apple Collection

apple 's Collections

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 Oct 4

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 • 8
apple/TiC-DataComp

Preview • Updated Jun 13 • 1.91k • 3
apple/TiC-CLIP-basic-cumulative

Zero-Shot Image Classification • Updated Jun 17 • 1.66k • 1
apple/TiC-CLIP-basic-oracle

Zero-Shot Image Classification • Updated Jun 17 • 9
apple/TiC-CLIP-basic-sequential

Zero-Shot Image Classification • Updated Jun 17 • 34
apple/TiC-CLIP-bestpool-cumulative

Zero-Shot Image Classification • Updated Jun 17 • 41 • 3
apple/TiC-CLIP-bestpool-oracle

Zero-Shot Image Classification • Updated Jun 17 • 7
apple/TiC-CLIP-bestpool-sequential

Zero-Shot Image Classification • Updated Jun 17 • 24