Attribute Extraction on Item Form
91.37PrecisionOpenTagseq
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OpenTagseqType=Unimodal2023.06 | 91.37 | 44.97 | 60.27 | |
| OpenTagclsType=Unimodal2023.06 | 89.4 | 51.67 | 65.49 | |
| TEAType=Unimodal2023.06 | 82.71 | 60.98 | 70.2 | |
| PV2TEAType=Ours2023.06 | 82.46 | 75.4 | 78.77 | |
| PV2TEA w/o S3Type=Ours2023.06 | 80.87 | 72.71 | 76.57 | |
| PV2TEA w/o S2Type=Ours2023.06 | 80.48 | 75.32 | 77.81 | |
| PV2TEA w/o S1Type=Ours2023.06 | 80.03 | 72.49 | 76.07 | |
| PAMType=Multimodal2023.06 | 78.83 | 74.35 | 76.52 | |
| BLIPType=Multimodal2023.06 | 78.21 | 69.25 | 73.46 | |
| UNITERType=Multimodal2023.06 | 76.75 | 69.1 | 72.72 | |
| ViLBERTType=Multimodal2023.06 | 75.97 | 65.67 | 70.45 | |
| LXMERTType=Multimodal2023.06 | 75.79 | 68.72 | 72.08 |