Synthetic
Benchmarks
TaskDatasetSOTA resultTrendResults
Synthetic (d=3, K=4, N=200)
1.319WCSS
25
Synthetic (d=3, K=2, N=400)
7.69WCSS
25
Synthetic (d=3, K=2, N=200)
3.838WCSS
25
Synthetic d=3, K=2, N=100
1.9WCSS
25
Synthetic (d=2, K=8, N=1600)
1.409WCSS
25
Synthetic d=2, K=8, N=800
0.701WCSS
25
Synthetic (d=2, K=8, N=400)
0.362WCSS
25
Synthetic (d=2, K=4, N=800)
2.815WCSS
25
Synthetic (d=2, K=4, N=400)
1.382WCSS
25
Synthetic d=2, K=4, N=200
0.683WCSS
25
Synthetic d=2, K=2, N=400
4.955WCSS
25
Synthetic (d=2, K=2, N=200)
2.458WCSS
25
Synthetic d=2, K=2, N=100
1.249WCSS
25
Synthetic
0.962RWA
24
Synthetic
0.132MSE
24
Synthetic (test)
32.92PSNR
24
Synthetic Linear regression
0Gap (%)
23
Synthetic
0.652rPEHE (out)
23
Synthetic Logistic regression
0Gap (%)
22
Synthetic
0.062Median Excess Test Loss
21
Synthetic
0.015Median Excess Test Loss
21
Synthetic
0.061Median Excess Test Loss
21
Synthetic
0.047Median Excess Test Loss
21
Synthetic 2048 x 2048 instances
2,207,065Mean Visited Elements
21
Synthetic homo ratio 0.9
99.94Accuracy
21