Image Classification on WebVision 50 (test)
85.3Top-1 AccuracyCLIP+LA w. CARE
Evaluation Results
| Method | Links | |
|---|---|---|
| CLIP+LA w. CARETraining Dataset=Webvision-502026.05 | 85.3 | |
| CLIP+LATrain=WebVision-502026.04 | 85.2 | |
| CLIP+LA+WTSTrain=WebVision-502026.04 | 85.2 | |
| CLIP+LATraining Dataset=Webvision-502026.05 | 85.1 | |
| CLIP+RLA*Training Dataset=Webvision-502026.05 | 85 | |
| CLIP+CE w. CARETraining Dataset=Webvision-502026.05 | 84.7 | |
| CLIP+CETraining Dataset=Webvision-502026.05 | 84.2 | |
| CLIP+CE+WTSTrain=WebVision-502026.04 | 83.5 | |
| CLIP+CETrain=WebVision-502026.04 | 83.4 | |
| Sel-CL+Train=WebVision-502026.04 | 80 | |
| ECBSTrain=WebVision-502026.04 | 80 | |
| Sel-CL+Training Dataset=Webvision-502026.05 | 80 | |
| ECBSTraining Dataset=Webvision-502026.05 | 80 | |
| RCAL+Train=WebVision-502026.04 | 79.6 | |
| RCAL+Training Dataset=Webvision-502026.05 | 79.6 | |
| NGCTrain=WebVision-502026.04 | 79.2 | |
| NGCTraining Dataset=Webvision-502026.05 | 79.2 | |
| ELR+Train=WebVision-502026.04 | 77.8 | |
| ELR+Training Dataset=Webvision-502026.05 | 77.8 | |
| MoProTrain=WebVision-502026.04 | 77.6 | |
| MoProTraining Dataset=Webvision-502026.05 | 77.6 | |
| CLIPEvaluation Protocol=zero-shot2026.04 | 74.5 | |
| CTTrain=WebVision-502026.04 | 63.6 | |
| Co-teachingTraining Dataset=Webvision-502026.05 | 63.6 | |
| MentorNetTrain=WebVision-502026.04 | 63 | |
| MentorNetTraining Dataset=Webvision-502026.05 | 63 | |
| CETrain=WebVision-502026.04 | 62.5 | |
| CETraining Dataset=Webvision-502026.05 | 62.5 | |
| CLIP zero-shotTraining Dataset=Webvision-502026.05 | 62 |