SOTAVerified

Noise Estimation

Papers

Showing 6170 of 114 papers

TitleStatusHype
Kalman Filter Is All You Need: Optimization Works When Noise Estimation Fails0
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization0
Markov Decision Processes with Noisy State Observation0
Modified QPSK Partition Algorithm Based on MAP Estimation for Probabilistically-Shaped 16-QAM0
Multiframe-based Adaptive Despeckling Algorithm for Ultrasound B-mode Imaging with Superior Edge and Texture0
Noise Estimation for Generative Diffusion Models0
Noise-Level Estimation from Single Color Image Using Correlations Between Textures in RGB Channels0
Noise-Tolerant Learning for Audio-Visual Action Recognition0
OLIA: an open-source digital lock-in amplifier0
Perturbation-based Frequency Domain Linear and Nonlinear Noise Estimation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CBDNetPSNR Gap8.3Unverified
2ULRDPSNR Gap4.9Unverified
3GRDNPSNR Gap2.28Unverified
4DANetPSNR Gap2.06Unverified
5PNGANPSNR Gap0.84Unverified