Helpfulness Prediction on Lazada-MRHP Home
85.6MAPOur Model
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Our ModelSetting=Multimodal2023.05 | 85.6 | — | — | 78.8 | 83.1 | |
| Our ModelType=Multimodal2022.11 | 75.2 | 68.8 | 73.7 | — | — | |
| Contrastive-MCRSetting=Multimodal2023.05 | 75.2 | — | — | 68.8 | 73.7 | |
| SANCLSetting=Multimodal2023.05 | 75.1 | — | — | 68.4 | 73.3 | |
| MCRType=Multimodal2022.11 | 73.8 | 67 | 72.2 | — | — | |
| MCRSetting=Multimodal2023.05 | 73.8 | — | — | 67 | 72.2 | |
| Our ModelSetting=Text-only2023.05 | 72.9 | — | — | 67.1 | 71.5 | |
| DR-NetType=Multimodal2022.11 | 72.4 | 66.3 | 71.4 | — | — | |
| DR-NetSetting=Multimodal2023.05 | 72.4 | — | — | 66.3 | 71.4 | |
| SSE-CrossType=Multimodal2022.11 | 72.2 | 66 | 71 | — | — | |
| SSE-CrossSetting=Multimodal2023.05 | 72.2 | — | — | 66 | 71 | |
| PRH-NetType=Text-only2022.11 | 71.6 | 65.2 | 70 | — | — | |
| PRH-NetSetting=Text-only2023.05 | 71.6 | — | — | 65.2 | 70 | |
| Conv-KNRMType=Text-only2022.11 | 71.4 | 65.7 | 70.5 | — | — | |
| Conv-KNRMSetting=Text-only2023.05 | 71.4 | — | — | 65.7 | 70.5 | |
| EG-CNNType=Text-only2022.11 | 70.7 | 63.4 | 68.5 | — | — | |
| EG-CNNSetting=Text-only2023.05 | 70.7 | — | — | 63.4 | 68.5 | |
| BiMPMType=Text-only2022.11 | 70.6 | 64.7 | 69.1 | — | — | |
| BiMPMSetting=Text-only2023.05 | 70.6 | — | — | 64.7 | 69.1 |