Synthetic Data
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic data
85.34RMSE
3
Synthetic Data
4.07Accuracy
3
Synthetic data
69.5PREC@3
3
Synthetic data
71.1Precision@3
3
Synthetic data (SNR=20, 0.2 correlation, 0.05 true density) v1 (test)
0.91R^2
3
Synthetic Data 20 Points, 4 Clusters, 4 Dim
32.4Accuracy
3
synthetic data (test)
44.35PSNR
3
Synthetic data
32.394PSNR
3
Synthetic Data Scenario 2 Stereo
33.11MAE X (rad/s)
2
Synthetic Data Scenario 1 (Single)
49.82Mean Absolute Error X (rad/s)
2
Synthetic data mild shift v3
0.42Spearman's Correlation
2
Synthetic data moderate shift v2
0.211Spearman's Correlation
2
Synthetic data strong shift v1
0.834Spearman Correlation (ρ)
2
Synthetic Data Two-parameter model 21
0MSE ($ heta_1$)
2
Synthetic Data Random Dots
60IoU
2
Synthetic Data Original
83.8mIoU
2
Synthetic Data 45 Points, 3 Clusters, 2 Dim
52.8Accuracy
2
Synthetic Data 30 Points, 3 Clusters, 2 Dim
0.386Accuracy
2
synthetic data (test)
40.01PSNR
2
Synthetic Data 1.0
—Primary metric
0
Synthetic Data Interact Mode pure mode (test)
—Reconstruction Accuracy
0
Synthetic Data Hybrid Mode Mixture (test)
—Reconstruction Acc (Mean)
0
Synthetic Data Hybrid Mode (test)
—MSE (d=10)
0
Synthetic Data Interact Mode (test)
—MSE (d=10)
0
Synthetic Data Pure Mode (test)
—Mean MSE (d=10)
0