Phrase Grounding on Flickr30k
78.73AccuracyDIGN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DIGNModel Type=Graph2021.04 | 78.73 | — | |
| LCMCGModel Type=Graph2021.04 | 76.74 | — | |
| SSNsModel Type=Independent2021.04 | 72.5 | — | |
| VisualBERTModel Type=Graph2021.04 | 71.33 | — | |
| MultiGModel Type=Independent2021.04 | 69.19 | — | |
| OneStageModel Type=Independent2021.04 | 68.69 | — | |
| GG++Model Type=Graph2021.04 | 66.93 | — | |
| QRC NetModel Type=Sequential2021.04 | 65.14 | — | |
| ZsgNetModel Type=Independent2021.04 | 63.39 | — | |
| SeqGROUNDModel Type=Sequential2021.04 | 61.6 | — | |
| CITEModel Type=Independent2021.04 | 59.27 | — | |
| MSRCModel Type=Independent2021.04 | 57.53 | — | |
| SPC+PPCModel Type=Independent2021.04 | 55.49 | — | |
| IGOPModel Type=Independent2021.04 | 53.97 | — | |
| SimNetModel Type=Independent2021.04 | 51.05 | — | |
| RtPModel Type=Independent2021.04 | 50.89 | — | |
| MCBModel Type=Independent2021.04 | 48.69 | — | |
| GroundeRModel Type=Independent2021.04 | 47.81 | — | |
| NonlinearSPModel Type=Independent2021.04 | 43.89 | — | |
| SMPLModel Type=Independent2021.04 | 42.08 | — | |
| 12-in-1Training=VG-boxes, Box Supervision=True2023.12 | — | 76.4 | |
| Align2GroundTraining=VG-boxes, Box Supervision=True2023.12 | — | 71 | |
| AMCTraining=VG-boxes, Box Supervision=True2023.12 | — | 86.59 | |
| FCVCTraining=MS-COCO, Box Supervision=False2023.12 | — | 29.03 | |
| gTraining=VG, Box Supervision=False2023.12 | — | 75.63 | |
| gTraining=MS-COCO, Box Supervision=False2023.12 | — | 75.43 | |
| g++Training=VG, Box Supervision=False2023.12 | — | 79.95 | |
| g++Training=MS-COCO, Box Supervision=False2023.12 | — | 78.1 | |
| GbSTraining=VG, Box Supervision=False2023.12 | — | 73.39 | |
| GbSTraining=MS-COCO, Box Supervision=False2023.12 | — | 74.5 | |
| InfoGroundTraining=VG-boxes, Box Supervision=True2023.12 | — | 76.74 | |
| MG-BILSTMTraining=VG, Box Supervision=False2023.12 | — | 57.91 | |
| MG-BILSTMTraining=MS-COCO, Box Supervision=False2023.12 | — | 53.29 | |
| MG-ELMoTraining=VG, Box Supervision=False2023.12 | — | 60.08 | |
| MG-ELMoTraining=MS-COCO, Box Supervision=False2023.12 | — | 61.66 | |
| SelfEQTraining=VG, Box Supervision=False2023.12 | — | 81.9 | |
| SelfEQTraining=MS-COCO, Box Supervision=False2023.12 | — | 84.07 | |
| SSSTraining=VG, Box Supervision=False2023.12 | — | 49.1 | |
| TDTraining=VG, Box Supervision=False2023.12 | — | 42.4 | |
| VMRMTraining=VG-boxes, Box Supervision=True2023.12 | — | 81.11 |