Image Classification on WebVision 50 (val)
79.96Top-1 AccSel-CL+
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sel-CL+2022.03 | 79.96 | 92.64 | |
| ELRInitialization=Uns-CL2022.03 | 79.93 | 92 | |
| NGC2022.03 | 79.16 | 91.84 | |
| NGC2021.08 | 79.16 | 91.84 | |
| ELR+2022.03 | 77.78 | 91.68 | |
| ELR+2021.08 | 77.78 | 91.68 | |
| MoPro2022.03 | 77.59 | — | |
| DivideMix2022.03 | 77.32 | 91.64 | |
| DivideMix2021.08 | 77.32 | 91.64 | |
| Proposed-LMEpoch Selection=Best2023.02 | 76.68 | 91.32 | |
| Proposed-LMEpoch Selection=Last2023.02 | 76.52 | 91.22 | |
| ProtoMix2022.03 | 76.3 | 91.5 | |
| ELR2022.03 | 76.26 | 91.26 | |
| DE-CEEpoch Selection=Best2023.02 | 73.76 | 88.13 | |
| DE-CEEpoch Selection=Last2023.02 | 73.22 | 87.98 | |
| M-DYREpoch Selection=Best2023.02 | 72.36 | 87.4 | |
| M-DYREpoch Selection=Last2023.02 | 72.01 | 87.15 | |
| CORES2Epoch Selection=Best2023.02 | 70.56 | 87.56 | |
| CORES2Epoch Selection=Last2023.02 | 69.52 | 87.02 | |
| DYREpoch Selection=Best2023.02 | 69.48 | 83.21 | |
| DYREpoch Selection=Last2023.02 | 68.53 | 82.42 | |
| Iterative-CV2022.03 | 65.24 | 85.34 | |
| Iterative-CV2021.08 | 65.24 | 85.34 | |
| Co-teaching2022.03 | 63.58 | 85.2 | |
| Co-teaching2021.08 | 63.58 | 85.2 | |
| MentorNet2022.03 | 63 | 81.4 | |
| MentorNet2021.08 | 63 | 81.4 | |
| D2L2022.03 | 62.68 | 84 | |
| D2L2021.08 | 62.68 | 84 | |
| Decoupling2022.03 | 62.54 | 84.74 | |
| Decoupling2021.08 | 62.54 | 84.74 | |
| Forward2022.03 | 61.12 | 82.68 | |
| F-correction2021.08 | 61.12 | 82.68 |