Spiking-Diffusion

Reported on 6 benchmarks across 1 task · 1 paper · 4 SOTA

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

Medical6 results

Image GenerationonEMNIST-Letters
FID· 2023-08-20
67.41
SOTA
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks arXiv:2308.10187
Image GenerationonMNIST
Precision· 2023-08-20
0.83
best: 0.832 (PR-GLOW- Precision)
SOTA
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks arXiv:2308.10187
Image GenerationonMNIST
Recall· 2023-08-20
0.65
best: 0.72 (PR-GLOW- Recall)
SOTA
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks arXiv:2308.10187
Image GenerationonKMNIST
FID· 2023-08-20
59.23
SOTA
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks arXiv:2308.10187
Image GenerationonFashion-MNIST
FID· 2023-08-20
91.98
best: 10.3 (GLF+perceptual loss (ours))
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks arXiv:2308.10187
Image GenerationonMNIST
FID· 2023-08-20
27.61
best: 4.45 (PR-GLOW- Recall)
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks arXiv:2308.10187