Image Classification on ChestX
54.42AccuracyStarSSE (opt.)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| StarSSE (opt.)Pre-train=SSL2023.03 | 54.42 | 46.03 | |
| Local DEPre-train=SSL2023.03 | 54.32 | 38.62 | |
| StarSSE (opt.)Pre-train=SV2023.03 | 53.93 | 46.06 | |
| Local DEPre-train=SV2023.03 | 51.86 | 42.42 | |
| BYOL + PsCoBackbone=ResNet-50, Pre-trained=ImageNet, Shot=5-shot, Way=5-way, Number of tasks=6002023.03 | 26.05 | — | |
| SupervisedBackbone=ResNet-50, Pre-trained=ImageNet, Shot=5-shot, Way=5-way, Number of tasks=6002023.03 | 25.35 | — | |
| MoCo v2Backbone=ResNet-50, Pre-trained=ImageNet, Shot=5-shot, Way=5-way, Number of tasks=6002023.03 | 24.28 | — | |
| BYOLBackbone=ResNet-50, Pre-trained=ImageNet, Shot=5-shot, Way=5-way, Number of tasks=6002023.03 | 24.15 | — | |
| MoCo v2 + PsCoBackbone=ResNet-50, Pre-trained=ImageNet, Shot=5-shot, Way=5-way, Number of tasks=6002023.03 | 23.6 | — | |
| Global DEPre-train=SV2023.03 | — | 43.81 | |
| Global DEPre-train=SSL2023.03 | — | 40.05 |