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Models/RPO

RPO

Reported on 11 benchmarks across 1 task · 1 paper

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

Natural Language Processing11 results

  • Prompt EngineeringonStanford Cars
    Harmonic mean· 2023-08-29
    74.69
    best: 83.13 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonOxford 102 Flower
    Harmonic mean· 2023-08-29
    84.5
    best: 90.24 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonEuroSAT
    Harmonic mean· 2023-08-29
    76.79
    best: 91.94 (MMRL++)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonOxford-IIIT Pet Dataset
    Harmonic mean· 2023-08-29
    96.05
    best: 97.15 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonDTD
    Harmonic mean· 2023-08-29
    68.61
    best: 77.94 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonUCF101
    Harmonic mean· 2023-08-29
    79.34
    best: 86.1 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonFood-101
    Harmonic mean· 2023-08-29
    90.58
    best: 93.05 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonCaltech-101
    Harmonic mean· 2023-08-29
    96.03
    best: 97.77 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonImageNet
    Harmonic mean· 2023-08-29
    74
    best: 77.62 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonFGVC-Aircraft
    Harmonic mean· 2023-08-29
    35.7
    best: 45.17 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960
  • Prompt EngineeringonSUN397
    Harmonic mean· 2023-08-29
    79.18
    best: 82.6 (PromptKD)
    Read-only Prompt Optimization for Vision-Language Few-shot LearningarXiv:2308.14960