Image Copy Detection on DISC 2021 (val)
63.7µAPSSCD large
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SSCD largetrained on=DISC, transforms=adv.+mixup, dims=1024, trunk size=larger than ResNet502022.02 | 63.7 | 75.3 | |
| SSCDtrained on=DISC, transforms=adv.+mixup, dims=5122022.02 | 61.5 | 72.5 | |
| SSCDtrained on=DISC, transforms=advanced, dims=5122022.02 | 60.4 | 71.1 | |
| SSCDtrained on=ImageNet, transforms=adv.+mixup, dims=5122022.02 | 56.8 | 72.2 | |
| SSCDtrained on=ImageNet, transforms=advanced, dims=5122022.02 | 55.5 | 71 | |
| SSCDtrained on=DISC, transforms=strong blur, dims=5122022.02 | 54.8 | 63.6 | |
| SSCDtrained on=ImageNet, transforms=strong blur, dims=5122022.02 | 50.4 | 64.5 | |
| SimCLR CD trunktrained on=ImageNet, transforms=strong blur, dims=20482022.02 | 39.8 | 56.8 | |
| DINOtrained on=ImageNet, dims=1500, backbone=ViT-B/162022.02 | 32.2 | 53.8 | |
| Multigraintrained on=ImageNet, supervised labels=true, dims=20482022.02 | 20.5 | 41.7 | |
| HOWtrained on=SfM-120k, supervised labels=true2022.02 | 17.3 | 37.2 | |
| Multigraintrained on=ImageNet, supervised labels=true, dims=15002022.02 | 16.5 | 36.5 | |
| SimCLR trunktrained on=ImageNet, transforms=SimCLR, dims=20482022.02 | 13.1 | 33.9 | |
| SimCLR projtrained on=ImageNet, transforms=SimCLR, dims=1282022.02 | 9.4 | 17.3 |