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Models/CoVR-BLIP-2

CoVR-BLIP-2

Reported on 16 benchmarks across 2 tasks · 1 paper · 15 SOTA

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

Computer Vision26 results

  • Image RetrievalonCIRR
    R@1· 2023-08-28
    50.43
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonCIRR
    R@5· 2023-08-28
    81.08
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonFashion IQ
    R@10· 2023-08-28
    49.96
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonFashion IQ
    R@50· 2023-08-28
    71.17
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonCIRCO
    mAP@10· 2023-08-28
    29.55
    best: 43.4 (MMRet-MLLM)
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonCIRR
    R@10· 2023-08-28
    83.95
    best: 84.7 (CoLLM (finetuned - BLIP-L/16))
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonCIRR
    R@50· 2023-08-28
    96.1
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onCIRR
    R@1· 2023-08-28
    50.43
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onCIRR
    R@5· 2023-08-28
    81.08
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onFashion IQ
    (Recall@10+Recall@50)/2· 2023-08-28
    60.57
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onFashion IQ
    R@10· 2023-08-28
    49.96
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onFashion IQ
    R@50· 2023-08-28
    71.17
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onCIRCO
    mAP@10· 2023-08-28
    29.55
    best: 43.4 (MMRet-MLLM)
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onCIRR
    R@10· 2023-08-28
    83.95
    best: 84.7 (CoLLM (finetuned - BLIP-L/16))
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onCIRR
    R@50· 2023-08-28
    96.1
    SOTA
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonFashion IQ
    (Recall@10+Recall@50)/2· 2023-08-28
    60.57
    best: 71.77 (DQU-CIR)
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonFashion IQ
    (Recall@10+Recall@50)/2· 2023-08-28
    48.3
    best: 71.77 (DQU-CIR)
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonFashion IQ
    R@10· 2023-08-28
    38.15
    best: 49.96
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonFashion IQ
    R@50· 2023-08-28
    58.44
    best: 71.17
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonCIRR
    R@1· 2023-08-28
    43.74
    best: 50.43
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Image RetrievalonCIRR
    R@5· 2023-08-28
    73.61
    best: 81.08
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onFashion IQ
    (Recall@10+Recall@50)/2· 2023-08-28
    48.3
    best: 60.57
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onFashion IQ
    R@10· 2023-08-28
    38.15
    best: 49.96
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onFashion IQ
    R@50· 2023-08-28
    58.44
    best: 71.17
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onCIRR
    R@1· 2023-08-28
    43.74
    best: 50.43
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746
  • Composed Image Retrieval (CoIR)onCIRR
    R@5· 2023-08-28
    73.61
    best: 81.08
    CoVR-2: Automatic Data Construction for Composed Video RetrievalarXiv:2308.14746