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Models/IP-CIR + LDRE (CLIP L/14)

IP-CIR + LDRE (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 RetrievalonCIRCO
    mAP@10· 2024-11-24
    27.41
    best: 43.4 (MMRet-MLLM)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Image RetrievalonCIRR
    R@1· 2024-11-24
    29.76
    best: 50.43 (CoVR-BLIP-2)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Image RetrievalonCIRR
    R@10· 2024-11-24
    71.21
    best: 84.7 (CoLLM (finetuned - BLIP-L/16))
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Image RetrievalonCIRR
    R@5· 2024-11-24
    58.82
    best: 81.08 (CoVR-BLIP-2)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Image RetrievalonCIRR
    R@50· 2024-11-24
    90.41
    best: 96.1 (CoVR-BLIP-2)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Composed Image Retrieval (CoIR)onCIRCO
    mAP@10· 2024-11-24
    27.41
    best: 43.4 (MMRet-MLLM)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Composed Image Retrieval (CoIR)onCIRR
    R@1· 2024-11-24
    29.76
    best: 50.43 (CoVR-BLIP-2)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Composed Image Retrieval (CoIR)onCIRR
    R@10· 2024-11-24
    71.21
    best: 84.7 (CoLLM (finetuned - BLIP-L/16))
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Composed Image Retrieval (CoIR)onCIRR
    R@5· 2024-11-24
    58.82
    best: 81.08 (CoVR-BLIP-2)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752
  • Composed Image Retrieval (CoIR)onCIRR
    R@50· 2024-11-24
    90.41
    best: 96.1 (CoVR-BLIP-2)
    Imagine and Seek: Improving Composed Image Retrieval with an Imagined ProxyarXiv:2411.16752