MPI3D
Benchmarks
TaskDatasetSOTA resultTrendResults
MPI3D (test)
73.41DCI
26
MPI3D
0.62InfoM
22
MPI3D Hard
99.7Accuracy
20
MPI3D Easy
100Accuracy
20
MPI3D
0.872FactorVAE Score
18
MPI3D
49Modularity Score
14
MPI3D complex
0.507DCI Score
14
MPI3D
1BetaVAE Score
13
MPI3D
0.09Error (RL -> RC)
9
MPI3D real
81.19Disentanglement Score
8
MPI3D realistic
85.19Disentanglement Score
8
MPI3D Toy
87.38Disen.
8
MPI3D
0.105MIG
6
MPI3D
0.079MIG
1
MPI3D 250 samples low-sample regime
—Primary metric
0
MPI3D 100 samples low-sample regime
—Primary metric
0