Embryo Stage Classification on NYU Mouse Embryo 2 (test)
0.981Global AccuracyTwo-Stream Linear-Chain CRF
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Two-Stream Linear-Chain CRFModel Category=Spatiotemporal Classification Model2021.07 | 0.981 | 0.768 | 0.999 | 0.999 | 0.949 | 0.999 | 0.351 | 0.846 | 0.714 | 0.29 | |
| LSTMModel Category=Spatiotemporal Classification Model2021.07 | 0.98 | 0.45 | 0.969 | 0.987 | 0.229 | 0.422 | 0 | 0.092 | 0.901 | 0 | |
| AutoIVFModel Category=Per-Image Classification Model, Focus Mode=single focus2021.07 | 0.964 | 0.609 | 0.998 | 0.999 | 0.923 | 0.999 | 0.043 | 0.335 | 0.508 | 0.062 | |
| Early FusionModel Category=Spatiotemporal Classification Model, Temporal Context=five successive frames2021.07 | 0.919 | 0.571 | 0.988 | 0.999 | 0.74 | 0.932 | 0 | 0.149 | 0.379 | 0.376 | |
| ResNet50Model Category=Per-Image Classification Model, Backbone=ResNet-502021.07 | 0.909 | 0.594 | 0.99 | 0.983 | 0.891 | 0.907 | 0.251 | 0.158 | 0.265 | 0.304 |