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Models/Nearest Latent Neighbours

Nearest Latent Neighbours

Reported on 12 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Medical6 results

  • Semantic SegmentationonLOFAR RFI Detection
    AUPRC· 2023-11-24
    0.414
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • Semantic SegmentationonLOFAR RFI Detection
    AUROC· 2023-11-24
    0.818
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • Semantic SegmentationonLOFAR RFI Detection
    F1· 2023-11-24
    0.48
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • Semantic SegmentationonHERA RFI Detection
    AUPRC· 2023-11-24
    0.94
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • Semantic SegmentationonHERA RFI Detection
    AUROC· 2023-11-24
    0.983
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • Semantic SegmentationonHERA RFI Detection
    F1· 2023-11-24
    0.939
    best: 0.953 (Spiking Nerest Latent Neighbours)
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303

Audio6 results

  • 10-shot image generationonLOFAR RFI Detection
    AUPRC· 2023-11-24
    0.414
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • 10-shot image generationonLOFAR RFI Detection
    AUROC· 2023-11-24
    0.818
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • 10-shot image generationonLOFAR RFI Detection
    F1· 2023-11-24
    0.48
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • 10-shot image generationonHERA RFI Detection
    AUPRC· 2023-11-24
    0.94
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • 10-shot image generationonHERA RFI Detection
    AUROC· 2023-11-24
    0.983
    SOTA
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303
  • 10-shot image generationonHERA RFI Detection
    F1· 2023-11-24
    0.939
    best: 0.953 (Spiking Nerest Latent Neighbours)
    RFI Detection with Spiking Neural NetworksarXiv:2311.14303