Image Classification on CIFAR-100 USB (test)
8.9Error RateFully-Supervised
Evaluation Results
| Method | Links | |
|---|---|---|
| Fully-SupervisedBackbone=ViT2023.10 | 8.9 | |
| SimMatch + EPASSLabel Amount=400, Backbone=ViT2023.10 | 16.78 | |
| ReMixMatchLabel Amount=400, Backbone=ViT2023.10 | 16.8 | |
| SimMatchLabel Amount=400, Backbone=ViT2023.10 | 16.82 | |
| AdaMatchLabel Amount=400, Backbone=ViT2023.10 | 17.01 | |
| FlexMatchLabel Amount=400, Backbone=ViT2023.10 | 17.67 | |
| DashLabel Amount=400, Backbone=ViT2023.10 | 18.9 | |
| FixMatchLabel Amount=400, Backbone=ViT2023.10 | 19.48 | |
| UDALabel Amount=400, Backbone=ViT2023.10 | 19.94 | |
| ReMixMatchLabel Amount=200, Backbone=ViT2023.10 | 20.85 | |
| AdaMatchLabel Amount=200, Backbone=ViT2023.10 | 21.27 | |
| SimMatchV2# Label=10000, Backbone=WRN-28-82023.08 | 21.37 | |
| SimMatch + EPASSLabel Amount=200, Backbone=ViT2023.10 | 22.52 | |
| SimMatchLabel Amount=200, Backbone=ViT2023.10 | 23.26 | |
| CoMatch + EPASSLabel Amount=400, Backbone=ViT2023.10 | 25.53 | |
| CoMatchLabel Amount=400, Backbone=ViT2023.10 | 26.1 | |
| MixMatchLabel Amount=400, Backbone=ViT2023.10 | 26.17 | |
| SimMatchV2# Label=2500, Backbone=WRN-28-82023.08 | 26.66 | |
| FlexMatchLabel Amount=200, Backbone=ViT2023.10 | 27.08 | |
| DashLabel Amount=200, Backbone=ViT2023.10 | 30.19 | |
| FixMatchLabel Amount=200, Backbone=ViT2023.10 | 30.45 | |
| UDALabel Amount=200, Backbone=ViT2023.10 | 30.75 | |
| CoMatch + EPASSLabel Amount=200, Backbone=ViT2023.10 | 35.1 | |
| CoMatchLabel Amount=200, Backbone=ViT2023.10 | 35.68 | |
| SimMatchV2# Label=400, Backbone=WRN-28-82023.08 | 36.68 | |
| MixMatchLabel Amount=200, Backbone=ViT2023.10 | 37.43 |