dSprites
Benchmarks
TaskDatasetSOTA resultTrendResults
dSprites
34.5MIG
15
DSPRITES
93Accuracy
11
dSprites
73.9k-NN Accuracy
10
dSprites
0.028MSE
10
dSprites
1Transfer Accuracy (C to N)
9
dSprites bias-free (test)
0.757R2
7
dSprites
13.2Circuit Modularity
6
dsprites vtab label y position
13Accuracy
6
vtab dsprites label_x_position
6Accuracy
6
vtab dSprites label orientation
6Accuracy
6
dSprites
0.001Size Prediction Error
6
Coloured dSprites (test)
4.5MSE
5
dSprites
0.952FVAE
4
dSprites
0.22Neg LogProb
4
Coloured dSprites (test)
96.2Shape Accuracy
4
dSprites (test)
0.047MSE
3
dSprites Laplace (test)
100BetaVAE
3
dSprites Uniform (test)
88BetaVAE
3
dSprites gamma=4
0.67CTL Pearson r
1
dSprites gamma=0
0.83CTL Pearson r
1