ED Time Point Prediction on Echocardiogram 100 videos
11Prediction ErrorSpar-Sink
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Spar-SinkSubsample size (s)=2^2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 11 | 28.59 | |
| Spar-SinkSubsample size (s)=2^3s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 11 | 32.43 | |
| SinkhornSubsample size (s)=n^2, Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 11 | 668.81 | |
| Spar-SinkSubsample size (s)=2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 14 | 27.24 | |
| Rand-SinkSubsample size (s)=2^3s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 16 | 27.45 | |
| Rand-SinkSubsample size (s)=2^2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 28 | 25.38 | |
| Spar-SinkSubsample size (s)=s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 30 | 24.34 | |
| Rand-SinkSubsample size (s)=2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 35 | 23.73 | |
| Rand-SinkSubsample size (s)=s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 38 | 22.56 | |
| Robust-NysSinkSubsample size (s)=2^3s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 43 | 56.2 | |
| Nys-SinkSubsample size (s)=2^3s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 45 | 59.54 | |
| Robust-NysSinkSubsample size (s)=2^2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 50 | 50.08 | |
| Nys-SinkSubsample size (s)=2^2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 55 | 51.46 | |
| Robust-NysSinkSubsample size (s)=2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 61 | 46.11 | |
| Nys-SinkSubsample size (s)=2s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 64 | 46.97 | |
| Nys-SinkSubsample size (s)=s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 78 | 40.51 | |
| Robust-NysSinkSubsample size (s)=s0(n), Input scale (n)=56 x 56, Mean-pooling filter size=2 x 2, Mean-pooling stride=22023.06 | 79 | 40.75 |