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Models/Spiking Nerest Latent Neighbours

Spiking Nerest Latent Neighbours

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.

Medical6 results

Semantic SegmentationonHERA RFI Detection
F1· 2023-11-24
0.953
SOTA
RFI Detection with Spiking Neural Networks arXiv:2311.14303
Semantic SegmentationonLOFAR RFI Detection
AUPRC· 2023-11-24
0.321
best: 0.414 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
Semantic SegmentationonLOFAR RFI Detection
AUROC· 2023-11-24
0.609
best: 0.818 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
Semantic SegmentationonLOFAR RFI Detection
F1· 2023-11-24
0.408
best: 0.48 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
Semantic SegmentationonHERA RFI Detection
AUPRC· 2023-11-24
0.92
best: 0.94 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
Semantic SegmentationonHERA RFI Detection
AUROC· 2023-11-24
0.944
best: 0.983 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303

Audio6 results

10-shot image generationonHERA RFI Detection
F1· 2023-11-24
0.953
SOTA
RFI Detection with Spiking Neural Networks arXiv:2311.14303
10-shot image generationonLOFAR RFI Detection
AUPRC· 2023-11-24
0.321
best: 0.414 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
10-shot image generationonLOFAR RFI Detection
AUROC· 2023-11-24
0.609
best: 0.818 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
10-shot image generationonLOFAR RFI Detection
F1· 2023-11-24
0.408
best: 0.48 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
10-shot image generationonHERA RFI Detection
AUPRC· 2023-11-24
0.92
best: 0.94 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303
10-shot image generationonHERA RFI Detection
AUROC· 2023-11-24
0.944
best: 0.983 (Nearest Latent Neighbours)
RFI Detection with Spiking Neural Networks arXiv:2311.14303