Sentence Retrieval on MS-COCO 1K (test)
80.2Recall@1TERAN MrSw
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TERAN MrSwBackbone=Region CNN, Ensemble=true2020.08 | 80.2 | 96.6 | 99 | 0.756 | 0.72 | |
| TERAN MrSwBackbone=Region CNN2020.08 | 77.7 | 95.9 | 98.6 | 0.746 | 0.707 | |
| CAMERABackbone=Region CNN, BERT language model=true, Disentangled visual-textual pipelines=true, Ensemble=true2020.08 | 77.5 | 96.3 | 98.8 | — | — | |
| Full-IMRAMBackbone=Region CNN2020.08 | 76.7 | 95.6 | 98.5 | — | — | |
| PFANBackbone=Region CNN, Ensemble=true2020.08 | 76.5 | 96.3 | 99 | — | — | |
| TERAN Symm.Backbone=Region CNN2020.08 | 76.3 | 95.3 | 98.4 | 0.741 | 0.701 | |
| VSRNBackbone=Region CNN, Disentangled visual-textual pipelines=true, Ensemble=true2020.08 | 76.2 | 94.8 | 98.2 | 0.748 | 0.704 | |
| CAMERABackbone=Region CNN, BERT language model=true, Disentangled visual-textual pipelines=true2020.08 | 75.9 | 95.5 | 98.6 | — | — | |
| SANBackbone=VGG2020.08 | 74.9 | 94.9 | 98.2 | — | — | |
| MMCABackbone=Region CNN, BERT language model=true2020.08 | 74.8 | 95.6 | 97.7 | — | — | |
| AAMELBackbone=ResNet2020.08 | 74.3 | 95.4 | 98.2 | — | — | |
| VSRNBackbone=Region CNN, Disentangled visual-textual pipelines=true2020.08 | 74 | 94.3 | 97.8 | 0.737 | 0.69 | |
| SCANBackbone=Region CNN, Ensemble=true2020.08 | 72.7 | 94.8 | 98.4 | — | — | |
| CASCBackbone=Region CNN2020.08 | 72.3 | 96 | 99 | — | — | |
| SAEMBackbone=Region CNN, BERT language model=true, Disentangled visual-textual pipelines=true, Ensemble=true2020.08 | 71.2 | 94.1 | 97.7 | — | — | |
| TERAN MwSrBackbone=Region CNN2020.08 | 70.8 | 93.5 | 97.3 | 0.725 | 0.681 | |
| M3A-NetBackbone=ResNet2020.08 | 70.4 | 91.7 | 96.8 | — | — | |
| SMANBackbone=ResNet2020.08 | 68.4 | 91.3 | 96.6 | — | — | |
| TERN w. AlignBackbone=Region CNN2020.08 | 65.5 | 91 | 96.5 | 0.72 | 0.675 | |
| VSE++Backbone=ResNet, Disentangled visual-textual pipelines=true2020.08 | 64.6 | 90 | 95.7 | 0.705 | 0.658 | |
| TERNBackbone=Region CNN2020.08 | 63.7 | 90.5 | 96.2 | 0.716 | 0.674 | |
| TERN MwSr TestBackbone=Region CNN2020.08 | 61.9 | 88.9 | 95.7 | 0.713 | 0.666 | |
| JGCARBackbone=VGG2020.08 | 52.7 | 82.6 | 90.5 | — | — | |
| MRNNBackbone=Region CNN2020.08 | 38.4 | 69.9 | 80.5 | — | — | |
| TERN MrSw TestBackbone=Region CNN2020.08 | 26.6 | 70.3 | 86.3 | 0.568 | 0.53 |