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Models/SEARLE-OTI (CLIP B/32)

SEARLE-OTI (CLIP B/32)

Reported on 8 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

  • Image RetrievalonFashion IQ
    (Recall@10+Recall@50)/2· 2023-03-27
    32.39
    best: 71.77 (DQU-CIR)
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247
  • Image RetrievalonImageNet
    Average Recall· 2023-03-27
    12.77
    best: 24.46 (iSEARLE-XL (CLIP L/14))
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247
  • Image RetrievalonCOCO (Common Objects in Context)
    Actions Recall@5· 2023-03-27
    26
    best: 32.55 (iSEARLE-XL-OTI (CLIP L/14))
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247
  • Image RetrievalonImageNet-R
    (Recall@10+Recall@50)/2· 2023-03-27
    12.77
    best: 52.95 (MagicLens (CoCa L))
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247
  • Composed Image Retrieval (CoIR)onFashion IQ
    (Recall@10+Recall@50)/2· 2023-03-27
    32.39
    best: 60.57 (CoVR-BLIP-2)
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247
  • Composed Image Retrieval (CoIR)onImageNet
    Average Recall· 2023-03-27
    12.77
    best: 24.46 (iSEARLE-XL (CLIP L/14))
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247
  • Composed Image Retrieval (CoIR)onCOCO (Common Objects in Context)
    Actions Recall@5· 2023-03-27
    26
    best: 32.55 (iSEARLE-XL-OTI (CLIP L/14))
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247
  • Composed Image Retrieval (CoIR)onImageNet-R
    (Recall@10+Recall@50)/2· 2023-03-27
    12.77
    best: 52.95 (MagicLens (CoCa L))
    Zero-Shot Composed Image Retrieval with Textual InversionarXiv:2303.15247