Image
Benchmarks
TaskDatasetSOTA resultTrendResults
IMAGE
60.63Micro-F1
8
Image Low-resolution (test)
23.87FID
7
image
0.931AMI
6
5,000-image Reconstruction (evaluation)
15.52FID
6
image 512 x 512 RGB
38.64Encoding GFLOPs
6
Image 4K Long Range Arena (LRA) (test)
40.4Accuracy (%)
6
Image
0.393Hamming Loss
5
Image
49.3F-Measure
5
Image
36.52Accuracy
5
image 4
0.38Running Time (s)
4
image 3
0.4Running Time (s)
4
image 2
0.32Running Time (s)
4
image 1
0.39Running Time (s)
4
512 x 768 Image
0.08Encoding Time (s)
4
Image Speckle Noise, σ²=0.01 5 (test)
30.9PSNR
3
Image Speckle Noise, σ²=0.01 4 (test)
30.2PSNR (dB)
3
Image
85.6Accuracy
2
Image
29.98PSNR
1