In-house dataset
Benchmarks
TaskDatasetSOTA resultTrendResults
In-house dataset
64ID Precision
10
In-house dataset
79.4AUC
9
in-house dataset n=140 (test)
67.15IoU
8
In-house dataset balanced (test)
4.22MAE
7
in-house dataset (test)
4.3MAE
7
In-House Dataset #1
10mAP (0.5:0.95)
7
in-house dataset (test)
0.699AUC ROC
7
in-house dataset (test)
89.9ROC AUC
7
in-house dataset (test)
0.772ROC AUC
7
in-house dataset (test)
0.777ROC AUC
7
in-house dataset (test)
0.982ROC AUC
7
In-house dataset Gaussian noise σ=0.3 on OCT (test)
82.9Accuracy
7
In-house dataset Gaussian noise σ=0.1 on Fundus (test)
81.4Accuracy
7
In-house dataset Original (test)
82.9Accuracy
7
in-house dataset
92.23Recall
5
In-house dataset 10 dB SNR (noisy)
5.8FRR
5
In-house dataset (clean)
3.1FRR
5
In-house dataset Music
4.14PPL0
4
In-House Dataset #2
15mAP (0.5:0.95)
4
In-House Dataset
30.44PSNR (Wrist & Gripper)
3
In-house dataset Chinese private (test)
0.092BLEU-1
2
in-house dataset
94.9Precision (IoU@0.6)
2
In-house dataset
—Primary metric
0
In-house dataset
—Primary metric
0
In-house dataset
—Primary metric
0