Image Retrieval on ROxf + R1M
0.1042Retrieval Latency (s)Token-based Representation (PQ8)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Token-based Representation (PQ8)Backbone=ResNet-101, Quantization=PQ82021.12 | 0.1042 | 126 | 0.1 | |
| Token-based Representation (PQ1)Backbone=ResNet-101, Quantization=PQ12021.12 | 0.2217 | 128 | 1 | |
| Token-based RepresentationBackbone=ResNet-1012021.12 | 0.2871 | 125 | 3.9 | |
| HOW-VLADBackbone=ResNet-1012021.12 | 0.4047 | 263 | 7.6 | |
| DELGBackbone=ResNet-1012021.12 | 0.4189 | 109 | 7.6 | |
| DELF-ASMK*Backbone=ResNet-502021.12 | 0.5732 | 176 | 10.3 | |
| HOW-ASMK*Backbone=ResNet-1012021.12 | 0.7123 | 257 | 14.3 | |
| DELF-RASMK*Backbone=ResNet-502021.12 | 1.5341 | 1,410 | 27.6 | |
| DELG+SP*Backbone=ResNet-1012021.12 | 49.3821 | 259 | 22.6 | |
| DELG+SPBackbone=ResNet-1012021.12 | 58.3276 | 259 | 485.9 |