Action Recognition 벤치마크
Action Recognition on BAR
Accuracy
- 2020-07-06 — LfF: Accuracy 62.98
- 2022-07-20 — DebiAN: Accuracy 69.88
| Rank | Model | Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | DebiAN | 69.88 | Discover and Mitigate Unknown Biases with Debiasing Alternate Networks | zhihengli-UR/DebiAN | 2022 |
| 2 | LfF | 62.98 | Learning from Failure: Training Debiased Classifier from Biased Classifier | alinlab/LfF · alinlab/BAR | 2020 |
| 3 | OccamResNet | 52.6 | OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses | erobic/occam-nets-v1 | 2022 |
| 4 | BiaSwap | 52.44 | BiaSwap: Removing dataset bias with bias-tailored swapping augmentation | 2021 | |
| 5 | DebiAN | 69.88 | Discover and Mitigate Unknown Biases with Debiasing Alternate Networks | zhihengli-UR/DebiAN | 2022 |
| 6 | LfF | 62.98 | Learning from Failure: Training Debiased Classifier from Biased Classifier | alinlab/LfF · alinlab/BAR | 2020 |
| 7 | OccamResNet | 52.6 | OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses | erobic/occam-nets-v1 | 2022 |
| 8 | BiaSwap | 52.44 | BiaSwap: Removing dataset bias with bias-tailored swapping augmentation | 2021 |