Image Classification on ImageNet-1K 0.2% labels 1.0
69.6Top-1 AccDebiasPL w/ CLIP (multi-views)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DebiasPL w/ CLIP (multi-views)B.S.=768, epochs=50, Pre-train=true2022.01 | 69.6 | 88.4 | |
| DebiasPL w/ CLIPB.S.=384, epochs=50, Pre-train=true2022.01 | 68.2 | 88.2 | |
| DebiasPL (multi-views)B.S.=768, epochs=200, Pre-train=true2022.01 | 52.3 | 73.5 | |
| DebiasPL (multi-views)B.S.=768, epochs=50, Pre-train=true2022.01 | 51.6 | 73.3 | |
| DebiasPL w/ FixMatchB.S.=384, epochs=50, Pre-train=true2022.01 | 47.9 | 69.6 | |
| FixMatch w/ EMANB.S.=384, epochs=50, Pre-train=true2022.01 | 43.6 | 64.6 | |
| CLIP (few-shot)B.S.=256, epochs=50, Pre-train=true2022.01 | 40 | — |