In-house
Benchmarks
TaskDatasetSOTA resultTrendResults
In-house
92.27Accuracy
26
In-house
71.8Accuracy
24
In-house (test)
0.229R2 Score
22
In-House dataset
0.031CER
19
In-house 2
37.7Accuracy
18
In-house 1
52.5Accuracy
18
In-house (Held-out)
80.5Accuracy
16
Held-out in-house (test)
72.09IOU
13
In-house 1.0 (test)
94.2Precision
12
In house Radiology Report
0.79Mistral Score
11
In-House
88.19QWK
10
In-House (1% Count)
0.974SSIM
10
In-House 10% Count real (test)
0.985SSIM
10
In-house (test)
88.4AUC
10
In-house (test)
0.907AUC
10
in-house (test)
5.39Overall HP Score
9
In-house Topcon → Spectralis (test)
77.3GA DSC
8
In-house WLI (test)
0.802Accuracy
8
In-house
82.59DSC
7
In-house (test)
0.899AUC (<10mm)
7
In-house
90.9SSIM
6
In-house
93.7Accuracy
6
In-house Dataset
80.8Helpfulness
6
in-house dataset
66.81SSIMa
6
In-house n=640 (test)
84.3BAcc
6