模态 | 模型 | TWITTER-2015 | TWITTER-2017 | ||
---|---|---|---|---|---|
Accuracy | Macro-F1 | Accuracy | Macro-F1 | ||
文本 | -w/o CL | 78.01 | 72.64 | 68.29 | 65.51 |
CL-ABSA | 78.30 | 74.17 | 70.25 | 68.27 | |
文本+图像 | -w/o CL | 78.11 | 74.22 | 69.72 | 66.32 |
-w/o CL-TEXT | 78.64 | 73.91 | 72.55 | 67.87 | |
-w/o CL-IMG | 78.30 | 73.73 | 71.92 | 68.46 | |
MCCL-ABSA | 79.85 | 76.24 | 73.18 | 69.72 |