Helpfulness Prediction on Amazon-MRHP Electronics
74.2MAPOur Model
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Our ModelSetting=Multimodal2023.05 | 74.2 | 68 | 69.8 | |
| Our ModelSetting=Text-only2023.05 | 59.8 | 56.9 | 57.9 | |
| Our ModelType=Multimodal2022.11 | 56.5 | 47.6 | 50.8 | |
| Contrastive-MCRSetting=Multimodal2023.05 | 56.5 | 47.6 | 50.8 | |
| SANCLSetting=Multimodal2023.05 | 56.2 | 47 | 49.9 | |
| MCRType=Multimodal2022.11 | 54.4 | 45 | 48.1 | |
| MCRSetting=Multimodal2023.05 | 54.4 | 45 | 48.1 | |
| DR-NetType=Multimodal2022.11 | 53.9 | 44.2 | 47.5 | |
| DR-NetSetting=Multimodal2023.05 | 53.9 | 44.2 | 47.5 | |
| SSE-CrossType=Multimodal2022.11 | 53.7 | 43.8 | 47.2 | |
| SSE-CrossSetting=Multimodal2023.05 | 53.7 | 43.8 | 47.2 | |
| Conv-KNRMType=Text-only2022.11 | 52.6 | 40.5 | 44.2 | |
| Conv-KNRMSetting=Text-only2023.05 | 52.6 | 40.5 | 44.2 | |
| PRH-NetType=Text-only2022.11 | 52.4 | 40.1 | 43.9 | |
| PRH-NetSetting=Text-only2023.05 | 52.4 | 40.1 | 43.9 | |
| BiMPMType=Text-only2022.11 | 52.3 | 40.5 | 44.1 | |
| BiMPMSetting=Text-only2023.05 | 52.3 | 40.5 | 44.1 | |
| EG-CNNType=Text-only2022.11 | 51.5 | 39.4 | 42.1 | |
| EG-CNNSetting=Text-only2023.05 | 51.5 | 39.4 | 42.1 |