Multimodal Aspect Sentiment Classification on TWITTER 2017
76.8F1 ScoreWisDoM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WisDoMCategory=Non-prompt-based2026.01 | 76.8 | 77.6 | |
| LRSACategory=Non-prompt-based2026.01 | 73.2 | 74.2 | |
| OursCategory=Prompt-based, Approach=Syntactic-aware generative framework2026.01 | 72.6 | 73 | |
| VLP-MABSA2022.04 | 71.8 | 73.8 | |
| VLP-MABSACategory=Non-prompt-based2026.01 | 71.8 | 73.8 | |
| BIPFCategory=Prompt-based2026.01 | 70.4 | 71.1 | |
| CapTrBERT2022.04 | 70.2 | 72.3 | |
| CoolNetCategory=Non-prompt-based2026.01 | 69.6 | 71.6 | |
| GLFFCACategory=Non-prompt-based2026.01 | 69.5 | 71.2 | |
| Flan-T5-VACategory=Prompt-based2026.01 | 68.6 | — | |
| TomBERT2022.04 | 68 | 70.5 | |
| SaliencyBERTCategory=Non-prompt-based2026.01 | 67.2 | 69.7 | |
| MPFITCategory=Prompt-based2026.01 | 66.7 | 69 | |
| MultiPointCategory=Prompt-based, Few-shot designed=true2026.01 | 61.2 | 61.9 |