Helpfulness Prediction on Lazada-MRHP Clothing
78.5MAPOur Model
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Our ModelSetting=Multimodal2023.05 | 78.5 | — | — | 77.1 | 79 | |
| Our ModelType=Multimodal2022.11 | 70.3 | 64.7 | 69 | — | — | |
| Contrastive-MCRSetting=Multimodal2023.05 | 70.3 | — | — | 64.7 | 69 | |
| SANCLSetting=Multimodal2023.05 | 70.2 | — | — | 64.6 | 68.8 | |
| MCRType=Multimodal2022.11 | 68.8 | 62.3 | 67 | — | — | |
| MCRSetting=Multimodal2023.05 | 68.8 | — | — | 62.3 | 67 | |
| DR-NetType=Multimodal2022.11 | 66.5 | 60.7 | 65.3 | — | — | |
| DR-NetSetting=Multimodal2023.05 | 66.5 | — | — | 60.7 | 65.3 | |
| Our ModelSetting=Text-only2023.05 | 66.4 | — | — | 59.6 | 64.6 | |
| SSE-CrossType=Multimodal2022.11 | 66.1 | 59.7 | 64.8 | — | — | |
| SSE-CrossSetting=Multimodal2023.05 | 66.1 | — | — | 59.7 | 64.8 | |
| Conv-KNRMType=Text-only2022.11 | 62.1 | 54.3 | 59.9 | — | — | |
| PRH-NetType=Text-only2022.11 | 62.1 | 54.9 | 59.9 | — | — | |
| Conv-KNRMSetting=Text-only2023.05 | 62.1 | — | — | 54.3 | 59.9 | |
| PRH-NetSetting=Text-only2023.05 | 62.1 | — | — | 54.9 | 59.9 | |
| EG-CNNType=Text-only2022.11 | 60.4 | 51.7 | 57.5 | — | — | |
| EG-CNNSetting=Text-only2023.05 | 60.4 | — | — | 51.7 | 57.5 | |
| BiMPMType=Text-only2022.11 | 60 | 52.4 | 57.7 | — | — | |
| BiMPMSetting=Text-only2023.05 | 60 | — | — | 52.4 | 57.7 |