Image Classification on ImageNet (Accuracy and Coverage Analysis)
79.5AccuracyCPr-value
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CPr-valueModel=MobileCLIP2-S4, Alpha=0.052026.05 | 79.5 | 95.1 | — | — | 3 | — | — | — | |
| CPavgModel=MobileCLIP2-S4, Alpha=0.052026.05 | 79.5 | — | 95 | — | — | 3 | — | -0.4 | |
| CPModel=MobileCLIP2-S4, Alpha=0.052026.05 | 79.5 | — | — | 95.1 | — | — | 3.1 | -4 | |
| CPr-valueModel=MobileCLIP2-S3, Alpha=0.052026.05 | 78.6 | 95.1 | — | — | 3.1 | — | — | — | |
| CPavgModel=MobileCLIP2-S3, Alpha=0.052026.05 | 78.6 | — | 95.4 | — | — | 3.2 | — | -1.7 | |
| CPModel=MobileCLIP2-S3, Alpha=0.052026.05 | 78.6 | — | — | 95.2 | — | — | 3.3 | -6.1 | |
| CPr-valueModel=MobileCLIP2-B, Alpha=0.052026.05 | 76.8 | 95.3 | — | — | 3.5 | — | — | — | |
| CPavgModel=MobileCLIP2-B, Alpha=0.052026.05 | 76.8 | — | 95.3 | — | — | 3.5 | — | -0.5 | |
| CPModel=MobileCLIP2-B, Alpha=0.052026.05 | 76.8 | — | — | 95.2 | — | — | 3.6 | -4.2 | |
| CPr-valueModel=MobileCLIP2-S2, Alpha=0.052026.05 | 75.8 | 95 | — | — | 4 | — | — | — | |
| CPavgModel=MobileCLIP2-S2, Alpha=0.052026.05 | 75.8 | — | 95.1 | — | — | 4.4 | — | -8.2 | |
| CPModel=MobileCLIP2-S2, Alpha=0.052026.05 | 75.8 | — | — | 95.3 | — | — | 4.4 | -8 | |
| CPr-valueModel=SigLIP2-SO400M/16, Alpha=0.052026.05 | 75.1 | 94.8 | — | — | 8.8 | — | — | — | |
| CPavgModel=SigLIP2-SO400M/16, Alpha=0.052026.05 | 75.1 | — | 95.3 | — | — | 9.5 | — | -7.2 | |
| CPModel=SigLIP2-SO400M/16, Alpha=0.052026.05 | 75.1 | — | — | 95.3 | — | — | 10.9 | -19.7 | |
| CPr-valueModel=SigLIP2-L/16, Alpha=0.052026.05 | 73.6 | 94.9 | — | — | 8.8 | — | — | — | |
| CPavgModel=SigLIP2-L/16, Alpha=0.052026.05 | 73.6 | — | 95.3 | — | — | 9.8 | — | -10.6 | |
| CPModel=SigLIP2-L/16, Alpha=0.052026.05 | 73.6 | — | — | 95 | — | — | 12.3 | -28.5 | |
| CPr-valueModel=SigLIP2-B/16, Alpha=0.052026.05 | 72.1 | 94.9 | — | — | 7.3 | — | — | — | |
| CPavgModel=SigLIP2-B/16, Alpha=0.052026.05 | 72.1 | — | 95 | — | — | 8.3 | — | -13 | |
| CPModel=SigLIP2-B/16, Alpha=0.052026.05 | 72.1 | — | — | 95.4 | — | — | 10.7 | -32.3 | |
| CPr-valueModel=SigLIP2-B/32, Alpha=0.052026.05 | 65.6 | 94.9 | — | — | 13 | — | — | — | |
| CPavgModel=SigLIP2-B/32, Alpha=0.052026.05 | 65.6 | — | 95.1 | — | — | 14.4 | — | -9.9 | |
| CPModel=SigLIP2-B/32, Alpha=0.052026.05 | 65.6 | — | — | 95.1 | — | — | 19.6 | -33.5 |