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TiC-CLIP

updated Oct 4, 2024

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

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  • TiC-CLIP: Continual Training of CLIP Models

    Paper • 2310.16226 • Published Oct 24, 2023 • 9

  • apple/TiC-DataComp

    Preview • Updated Jun 13, 2024 • 1.29k • 3

  • apple/TiC-CLIP-basic-cumulative

    Zero-Shot Image Classification • Updated Feb 24 • 234 • 1

  • apple/TiC-CLIP-basic-oracle

    Zero-Shot Image Classification • Updated Feb 24 • 32

  • apple/TiC-CLIP-basic-sequential

    Zero-Shot Image Classification • Updated Feb 24 • 297

  • apple/TiC-CLIP-bestpool-cumulative

    Zero-Shot Image Classification • Updated Feb 24 • 255 • 3

  • apple/TiC-CLIP-bestpool-oracle

    Zero-Shot Image Classification • Updated Feb 24 • 37

  • apple/TiC-CLIP-bestpool-sequential

    Zero-Shot Image Classification • Updated Feb 24 • 250
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