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Models/CoLLM (finetuned - BLIP-L/16)

CoLLM (finetuned - BLIP-L/16)

Reported on 12 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision12 results

  • Image RetrievalonCIRR
    R@10· 2025-03-25
    84.7
    SOTA
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Composed Image Retrieval (CoIR)onCIRR
    R@10· 2025-03-25
    84.7
    SOTA
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Image RetrievalonFashion IQ
    (Recall@10+Recall@50)/2· 2025-03-25
    49.9
    best: 71.77 (DQU-CIR)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Image RetrievalonFashion IQ
    R@10· 2025-03-25
    39.1
    best: 49.96 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Image RetrievalonFashion IQ
    R@50· 2025-03-25
    60.7
    best: 71.17 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Image RetrievalonCIRR
    R@1· 2025-03-25
    45.8
    best: 50.43 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Image RetrievalonCIRR
    R@50· 2025-03-25
    95.8
    best: 96.1 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Composed Image Retrieval (CoIR)onFashion IQ
    (Recall@10+Recall@50)/2· 2025-03-25
    49.9
    best: 60.57 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Composed Image Retrieval (CoIR)onFashion IQ
    R@10· 2025-03-25
    39.1
    best: 49.96 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Composed Image Retrieval (CoIR)onFashion IQ
    R@50· 2025-03-25
    60.7
    best: 71.17 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Composed Image Retrieval (CoIR)onCIRR
    R@1· 2025-03-25
    45.8
    best: 50.43 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910
  • Composed Image Retrieval (CoIR)onCIRR
    R@50· 2025-03-25
    95.8
    best: 96.1 (CoVR-BLIP-2)
    CoLLM: A Large Language Model for Composed Image RetrievalarXiv:2503.19910