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Models/CIReVL (CLIP L/14)

CIReVL (CLIP L/14)

Reported on 10 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 Vision10 results

  • Image RetrievalonGeneCIS
    A-R@1· 2023-10-13
    15.9
    best: 17.4 (CIReVL (CLIP G/14))
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Image RetrievalonFashion IQ
    (Recall@10+Recall@50)/2· 2023-10-13
    38.56
    best: 71.77 (DQU-CIR)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Image RetrievalonCIRCO
    mAP@10· 2023-10-13
    19.01
    best: 43.4 (MMRet-MLLM)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Image RetrievalonCIRR
    R@1· 2023-10-13
    24.55
    best: 50.43 (CoVR-BLIP-2)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Image RetrievalonCIRR
    R@5· 2023-10-13
    52.31
    best: 81.08 (CoVR-BLIP-2)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Composed Image Retrieval (CoIR)onGeneCIS
    A-R@1· 2023-10-13
    15.9
    best: 17.4 (CIReVL (CLIP G/14))
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Composed Image Retrieval (CoIR)onFashion IQ
    (Recall@10+Recall@50)/2· 2023-10-13
    38.56
    best: 60.57 (CoVR-BLIP-2)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Composed Image Retrieval (CoIR)onCIRCO
    mAP@10· 2023-10-13
    19.01
    best: 43.4 (MMRet-MLLM)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Composed Image Retrieval (CoIR)onCIRR
    R@1· 2023-10-13
    24.55
    best: 50.43 (CoVR-BLIP-2)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291
  • Composed Image Retrieval (CoIR)onCIRR
    R@5· 2023-10-13
    52.31
    best: 81.08 (CoVR-BLIP-2)
    Vision-by-Language for Training-Free Compositional Image RetrievalarXiv:2310.09291