Diffusion
Benchmarks
TaskDatasetSOTA resultTrendResults
Diffusion
95.3Accuracy
20
DIFFUSION
86.26Coverage
16
Diffusion WS50 low-data
98.21AUC
7
Diffusion ER50 low-data
81.72AUC
7
Diffusion (DIFF) BA50 low-data
91.98AUC
7
Diffusion (DIFF) BA-50
96.55AUC
7
Diffusion (DIFF) ER-50
99.36AUC
7
Diffusion 10-PDF subsample
0.087F1 Score
6
Diffusion
27.51Precision
6
Diffusion 6-cls (test)
98.8Dall-E Accuracy
5
Diffusion 6-cls LDM-100 (test)
98.8Accuracy
5
Diffusion 6-cls (Glide-50-27) (test)
97.2Accuracy
5
Diffusion 6-cls PNDM (test)
99.3Accuracy
5
Diffusion-6-cls Guided (test)
92.9Accuracy
5
Diffusion-6-cls Dall-E (test)
98.8Accuracy
5
Diffusion N=500 per family (test)
0.45Relative L2 Error
4
Diffusion N=500 per family (test)
55Relative L2 Error
4
Diffusion (full)
33.51Precision
4
32nm Diffusion
93Accuracy
2