Synthetic Data
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic data (SNR=20, 0.2 correlation, 0.05 true density) v1 (test)
0.9Accuracy
6
Synthetic Data Light intensity (64)
24.46PSNR
6
Synthetic Data Light intensity (32)
23.66PSNR
6
Synthetic Data Light intensity (16)
19.38PSNR
6
Synthetic Data Length 40
6.14Oracle NLL
6
Synthetic Data Length 20
5.67Oracle NLL
6
Synthetic data (no noise, 5000x50-50k)
96.9ARI
5
Synthetic data (no noise, 5000x50-20k)
100ARI
5
Synthetic data no noise 5000x50-10k
100ARI
5
Synthetic data no noise, 2000x30-20k
98.3ARI
5
Synthetic data no noise, 2000x30-10k
99.5ARI
5
Synthetic data (no noise, 2000x30-5k)
0.998ARI
5
Synthetic data no noise, 2000x20-20k
91.4ARI
5
Synthetic data no noise 2000x20-10k
0.958ARI
5
Synthetic data no noise 2000x20-5k
97.6ARI
5
Synthetic data no noise, 1000x10-10k
68.7ARI
5
Synthetic data no noise, 1000x10-5k
0.802ARI
5
Synthetic data no noise, 1000x10-3k
88ARI
5
Synthetic Data 5000x50-50k+25NF
0.969ARI
5
Synthetic Data 5000x50-20k+25NF
0.989ARI
5
Synthetic Data 5000x50-10k+25NF
1ARI
5
Synthetic Data 2000x30-20k+15NF
98.6ARI
5
Synthetic Data 2000x30-10k+15NF
99.5ARI
5
Synthetic Data 2000x30-5k+15NF
99.8ARI
5
Synthetic Data 2000x20-20k+10NF
91.7ARI
5