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Models/MaPLe

MaPLe

Reported on 15 benchmarks across 1 task · 1 paper · 14 SOTA

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

Natural Language Processing15 results

  • Prompt EngineeringonImageNet-R
    Top-1 accuracy %· 2022-10-06
    76.98
    best: 77.9 (POMP)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonStanford Cars
    Harmonic mean· 2022-10-06
    73.47
    best: 83.13 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonOxford 102 Flower
    Harmonic mean· 2022-10-06
    82.56
    best: 90.24 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonEuroSAT
    Harmonic mean· 2022-10-06
    82.35
    best: 91.94 (MMRL++)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonOxford-IIIT Pet Dataset
    Harmonic mean· 2022-10-06
    96.58
    best: 97.15 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonImageNet-S
    Top-1 accuracy %· 2022-10-06
    49.15
    best: 49.8 (POMP)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonDTD
    Harmonic mean· 2022-10-06
    68.16
    best: 77.94 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonUCF101
    Harmonic mean· 2022-10-06
    80.82
    best: 86.1 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonFood-101
    Harmonic mean· 2022-10-06
    91.38
    best: 93.05 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonCaltech-101
    Harmonic mean· 2022-10-06
    96.02
    best: 97.77 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonImageNet
    Harmonic mean· 2022-10-06
    73.47
    best: 77.62 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonFGVC-Aircraft
    Harmonic mean· 2022-10-06
    36.5
    best: 45.17 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonSUN397
    Harmonic mean· 2022-10-06
    79.75
    best: 82.6 (PromptKD)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonImageNet-A
    Top-1 accuracy %· 2022-10-06
    50.9
    best: 51.6 (POMP)
    SOTA
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117
  • Prompt EngineeringonImageNet V2
    Top-1 accuracy %· 2022-10-06
    64.07
    best: 65.31 (HPT++)
    MaPLe: Multi-modal Prompt LearningarXiv:2210.03117