Image Classification on ChestXRay
24.88AccuracyVISReg
Evaluation results
| Method | Links | |
|---|---|---|
| VISRegBackbone=ViT-B/16, Heuristics=Excluded, Evaluation protocol=Linear probe2026.06 | 24.88 | |
| iBOTBackbone=ViT-B/16, Heuristics=Included, Evaluation protocol=Linear probe2026.06 | 24.8 | |
| DINOBackbone=ViT-B/16, Heuristics=Included, Evaluation protocol=Linear probe2026.06 | 24.63 | |
| VISReg-Inet22KBackbone=ViT-L/14, Training Scale=large scale datasets, Evaluation protocol=Linear probe2026.06 | 24.46 | |
| iBOTBackbone=ViT-L/16, Heuristics=Included, Evaluation protocol=Linear probe2026.06 | 23.94 | |
| MoCoV3Backbone=ViT-B/16, Heuristics=Included, Evaluation protocol=Linear probe2026.06 | 23.89 | |
| DINOv2-LVD142MBackbone=ViT-L/14, Training Scale=large scale datasets, Evaluation protocol=Linear probe2026.06 | 23.83 | |
| VISRegBackbone=ViT-L/14, Heuristics=Excluded, Evaluation protocol=Linear probe2026.06 | 23.64 | |
| I-JEPABackbone=ViT-H/14, Heuristics=Included, Evaluation protocol=Linear probe2026.06 | 23.46 | |
| MAEBackbone=ViT-L/16, Heuristics=Excluded, Evaluation protocol=Linear probe2026.06 | 22.87 | |
| data2vecBackbone=ViT-L/16, Heuristics=Included, Evaluation protocol=Linear probe2026.06 | 22.45 |