Image Classification on TissueMNIST USB (test)
33.91Error RateFully-Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| Fully-SupervisedBackbone=ViT2023.10 | 33.91 | |
| MixMatchLabel Amount=500, Backbone=ViT2023.10 | 49.08 | |
| SimMatch + EPASSLabel Amount=500, Backbone=ViT2023.10 | 50.4 | |
| FixMatchLabel Amount=500, Backbone=ViT2023.10 | 50.93 | |
| DashLabel Amount=500, Backbone=ViT2023.10 | 50.93 | |
| CoMatch + EPASSLabel Amount=500, Backbone=ViT2023.10 | 51.06 | |
| SimMatchLabel Amount=500, Backbone=ViT2023.10 | 51.14 | |
| UDALabel Amount=500, Backbone=ViT2023.10 | 51.42 | |
| CoMatchLabel Amount=500, Backbone=ViT2023.10 | 51.83 | |
| FlexMatchLabel Amount=500, Backbone=ViT2023.10 | 52.06 | |
| AdaMatchLabel Amount=500, Backbone=ViT2023.10 | 52.28 | |
| ReMixMatchLabel Amount=500, Backbone=ViT2023.10 | 52.92 | |
| MixMatchLabel Amount=100, Backbone=ViT2023.10 | 55.73 | |
| UDALabel Amount=100, Backbone=ViT2023.10 | 55.88 | |
| FixMatchLabel Amount=100, Backbone=ViT2023.10 | 55.95 | |
| CoMatch + EPASSLabel Amount=100, Backbone=ViT2023.10 | 56.88 | |
| DashLabel Amount=100, Backbone=ViT2023.10 | 57 | |
| CoMatchLabel Amount=100, Backbone=ViT2023.10 | 57.15 | |
| SimMatch + EPASSLabel Amount=100, Backbone=ViT2023.10 | 57.22 | |
| FlexMatchLabel Amount=100, Backbone=ViT2023.10 | 57.23 | |
| AdaMatchLabel Amount=100, Backbone=ViT2023.10 | 57.87 | |
| SimMatchLabel Amount=100, Backbone=ViT2023.10 | 57.91 | |
| ReMixMatchLabel Amount=100, Backbone=ViT2023.10 | 59.29 |