Event-SSM

Reported on 5 benchmarks across 3 tasks · 1 paper · 4 SOTA

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

Audio2 results

Audio ClassificationonSSC
Accuracy· 2024-04-29
88.4
SOTA
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models arXiv:2404.18508
Audio ClassificationonSHD
Percentage correct· 2024-04-29
95.9
SOTA
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models arXiv:2404.18508

Methodology2 results

ClassificationonSSC
Accuracy· 2024-04-29
88.4
SOTA
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models arXiv:2404.18508
ClassificationonSHD
Percentage correct· 2024-04-29
95.9
SOTA
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models arXiv:2404.18508

Computer Vision1 result

Gesture RecognitiononDVS128 Gesture
Accuracy (%)· 2024-04-29
97.7
best: 100 (TENNs-PLEIADES)
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models arXiv:2404.18508