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Models/RAM

RAM

Reported on 12 benchmarks across 5 tasks · 1 paper

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

Natural Language Processing6 results

  • Sentiment AnalysisonSemEval-2014 Task-4
    Laptop (Acc)
    74.49
    best: 8276 (ABSA-DeBERTa)
  • Sentiment AnalysisonSemEval-2014 Task-4
    Mean Acc (Restaurant + Laptop)
    77.36
    best: 8611 (ABSA-DeBERTa)
  • Sentiment AnalysisonSemEval-2014 Task-4
    Restaurant (Acc)
    80.23
    best: 8946 (ABSA-DeBERTa)
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Laptop (Acc)
    74.49
    best: 8276 (ABSA-DeBERTa)
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Mean Acc (Restaurant + Laptop)
    77.36
    best: 8611 (ABSA-DeBERTa)
  • Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
    Restaurant (Acc)
    80.23
    best: 8946 (ABSA-DeBERTa)

Computer Vision4 results

  • Image Restorationon3-Degradations
    Average PSNR· 2024-07-18
    32.51
    best: 33.21 (ABAIR)
    Restore Anything Model via Efficient Degradation AdaptationarXiv:2407.13372
  • Image Restorationon3-Degradations
    SSIM· 2024-07-18
    0.916
    best: 0.919 (ABAIR)
    Restore Anything Model via Efficient Degradation AdaptationarXiv:2407.13372
  • Unified Image Restorationon3-Degradations
    Average PSNR· 2024-07-18
    32.51
    best: 33.21 (ABAIR)
    Restore Anything Model via Efficient Degradation AdaptationarXiv:2407.13372
  • Unified Image Restorationon3-Degradations
    SSIM· 2024-07-18
    0.916
    best: 0.919 (ABAIR)
    Restore Anything Model via Efficient Degradation AdaptationarXiv:2407.13372

Audio2 results

  • 10-shot image generationon3-Degradations
    Average PSNR· 2024-07-18
    32.51
    best: 33.21 (ABAIR)
    Restore Anything Model via Efficient Degradation AdaptationarXiv:2407.13372
  • 10-shot image generationon3-Degradations
    SSIM· 2024-07-18
    0.916
    best: 0.919 (ABAIR)
    Restore Anything Model via Efficient Degradation AdaptationarXiv:2407.13372