Copy detection on INRIA Copydays strong 10k YFCC100M distractors
98.1mAPSSCD
Evaluation results
| Method | Links | |
|---|---|---|
| SSCDtrunk=ResNet50, dims=512, size=short 2882022.02 | 98.1 | |
| SSCD_largetrunk=ResNeXt101, dims=1024, size=long 8002022.02 | 97.1 | |
| SSCD_largetrunk=ResNeXt101, dims=1024, size=long 8002022.02 | 93.6 | |
| DINOtrunk=ViT-B/16, dims=1536, size=224^22022.02 | 92.3 | |
| SEERArch.=RG-10B, dims=9500, size=long 384, Pretrain=Pretrained on random internet images2022.02 | 90.6 | |
| SEERArch.=RG-10B, dims=4096, size=long 384, Pretrain=Pretrained on random internet images2022.02 | 88.8 | |
| DINOtrunk=ViT-B/8, dims=1536, size=320^22022.02 | 88.4 | |
| SEERArch.=RG-256Gf, dims=4096, size=long 224, Pretrain=Pretrained on random internet images2022.02 | 87.8 | |
| SSCDtrunk=ResNet50, dims=512, size=short 2882022.02 | 86.6 | |
| SEERArch.=RG-128Gf, dims=2904, size=long 224, Pretrain=Pretrained on random internet images2022.02 | 86.5 | |
| DINOtrunk=ViT-B/8, dims=1536, size=320^22022.02 | 86.1 | |
| DINOArch.=ViT-B/8, Dim.=1536, Resolution=320^22021.04 | 85.5 | |
| DINOArch.=ViT-B/8, dims=1536, size=320^2, Pretrain=Self-supervised pretraining on ImageNet2022.02 | 85.5 | |
| SwAVArch.=RG-128Gf, dims=2904, size=long 224, Pretrain=Self-supervised pretraining on ImageNet2022.02 | 83 | |
| DINOtrunk=ViT-B/16, dims=1536, size=224^22022.02 | 82.8 | |
| MultigrainArch.=ResNet-50, Dim.=2048, Resolution=largest side 8002021.04 | 82.5 | |
| MultigrainArch.=ResNet-50, dims=2048, size=long 800, Pretrain=Supervised pretraining on ImageNet2022.02 | 82.5 | |
| Multigraintrunk=ResNet50, dims=1500, size=long 8002022.02 | 82.3 | |
| DINOArch.=ViT-B/16, Dim.=1536, Resolution=224^22021.04 | 81.7 | |
| DINOArch.=ViT-B/16, dims=1536, size=224^2, Pretrain=Self-supervised pretraining on ImageNet2022.02 | 81.7 | |
| Multigraintrunk=ResNet50, dims=1500, size=long 8002022.02 | 77.3 | |
| SupervisedArch.=ViT-B/16, Dim.=1536, Resolution=224^22021.04 | 76.4 | |
| SupervisedArch.=ViT-B16, dims=1536, size=224^2, Pretrain=Supervised pretraining on ImageNet2022.02 | 76.4 | |
| SwAVArch.=ResNet-50, dims=1024, size=long 224, Pretrain=Self-supervised pretraining on ImageNet2022.02 | 76.2 | |
| MultigrainArch.=ResNet-50, Dim.=2048, Resolution=224^22021.04 | 75.1 |