Image Retrieval on MSCOCO 1K (test)
65.5R@1CODER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CODERImage Encoder=Faster-RCNN, Text Encoder=BERT2022.08 | 65.5 | 91.5 | 96.2 | 530.6 | |
| SGRAFImage Encoder=Faster-RCNN2022.08 | 63.2 | 90.7 | 96.1 | 524.3 | |
| DIME (i-t)Image Encoder=Faster-RCNN, Text Encoder=BERT2022.08 | 63 | 90.5 | 96.2 | 521.8 | |
| DSRANImage Encoder=Faster-RCNN, Text Encoder=BERT2022.08 | 62.9 | 89.9 | 95.3 | 518.6 | |
| GPOImage Encoder=Faster-RCNN, Text Encoder=BERT2022.08 | 62.9 | 90.8 | 96.1 | 523.3 | |
| VSRNImage Encoder=Faster-RCNN2022.08 | 62.8 | 89.7 | 95.1 | 516.8 | |
| SHANImage Encoder=Faster-RCNN2022.08 | 62.6 | 89.6 | 95.8 | 519.5 | |
| IMRAMImage Encoder=Faster-RCNN2022.08 | 61.7 | 89.1 | 95 | 516.6 | |
| WCGLImage Encoder=Faster-RCNN2022.08 | 60.8 | 89.3 | 95.3 | 514.9 | |
| CVSEImage Encoder=Faster-RCNN2022.08 | 59.9 | 89.4 | 95.2 | 512.7 | |
| SCANImage Encoder=Faster-RCNN2022.08 | 58.8 | 88.4 | 94.8 | 507.9 | |
| PVSEImage Encoder=Faster-RCNN2022.08 | 55.2 | 86.5 | 93.7 | 492.8 | |
| VSE++Image Encoder=ResNet-1522022.08 | 52 | — | 92 | — | |
| DSPEImage Encoder=VGG-192022.08 | 39.6 | 75.2 | 86.9 | 420.7 | |
| m-CNNImage Encoder=VGG-192022.08 | 32.6 | 68.6 | 82.8 | 384 | |
| DVSAImage Encoder=R-CNN2022.08 | 27.4 | 60.2 | 74.8 | 351.2 |