Helpfulness Prediction on Lazada-MRHP Electronics
87.9MAPOur Model
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Our ModelSetting=Multimodal2023.05 | 87.9 | — | — | 86.7 | 88.1 | |
| Our ModelSetting=Text-only2023.05 | 79.3 | — | — | 63.8 | 78 | |
| Our ModelType=Multimodal2022.11 | 78.2 | 72.4 | 76.5 | — | — | |
| Contrastive-MCRSetting=Multimodal2023.05 | 78.2 | — | — | 72.4 | 76.5 | |
| SANCLSetting=Multimodal2023.05 | 77.8 | — | — | 71.5 | 76.1 | |
| MCRType=Multimodal2022.11 | 76.8 | 70.7 | 75 | — | — | |
| MCRSetting=Multimodal2023.05 | 76.8 | — | — | 70.7 | 75 | |
| DR-NetType=Multimodal2022.11 | 76.1 | 69.2 | 74 | — | — | |
| DR-NetSetting=Multimodal2023.05 | 76.1 | — | — | 69.2 | 74 | |
| SSE-CrossType=Multimodal2022.11 | 76 | 68.9 | 73.8 | — | — | |
| SSE-CrossSetting=Multimodal2023.05 | 76 | — | — | 68.9 | 73.8 | |
| BiMPMType=Text-only2022.11 | 74.4 | 67.3 | 72.2 | — | — | |
| BiMPMSetting=Text-only2023.05 | 74.4 | — | — | 67.3 | 72.2 | |
| PRH-NetType=Text-only2022.11 | 74.3 | 67 | 72.2 | — | — | |
| PRH-NetSetting=Text-only2023.05 | 74.3 | — | — | 67 | 72.2 | |
| Conv-KNRMType=Text-only2022.11 | 74.1 | 67.1 | 71.9 | — | — | |
| Conv-KNRMSetting=Text-only2023.05 | 74.1 | — | — | 67.1 | 71.9 | |
| EG-CNNType=Text-only2022.11 | 73.5 | 66.3 | 70.8 | — | — | |
| EG-CNNSetting=Text-only2023.05 | 73.5 | — | — | 66.3 | 70.8 |