Visual Word Sense Disambiguation on SemEval Task 1 2023
83.08Hits@1CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CLIPSource of Definitions=WN+CADG2023.05 | 83.08 | 89.6 | |
| CLIPSource of Definitions=CADG2023.05 | 82.65 | 89.28 | |
| CLIPSource of Definitions=WordNet (WN) via Bayesian inference2023.05 | 81.98 | 88.83 | |
| CLIPSource of Definitions=DG (Malkin et al., 2021)2023.05 | 81.64 | 88.33 | |
| FLAVASource of Definitions=WN+CADG2023.05 | 78.85 | 87.02 | |
| FLAVASource of Definitions=WordNet (WN) via Bayesian inference2023.05 | 78.34 | 86.6 | |
| FLAVASource of Definitions=CADG2023.05 | 75.13 | 84.53 | |
| FLAVASource of Definitions=DG (Malkin et al., 2021)2023.05 | 74.05 | 84.49 | |
| CLIPSource of Definitions=None2023.05 | 73 | 82.72 | |
| FLAVASource of Definitions=None2023.05 | 70.13 | 80.67 | |
| VWSD with CLIPBackbone=ViT-B/32, Pre-training Data=LAION, Prompting=Dual-Channel, Image Augmentations=Enabled2026.02 | 62.2 | 75.9 | |
| VWSD with CLIPBackbone=ViT-B/16, Prompting=Dual-Channel, Image Augmentations=Enabled2026.02 | 61.77 | 75.22 | |
| VWSD with CLIPBackbone=ViT-B/32, Prompting=Dual-Channel, Image Augmentations=Enabled2026.02 | 59.4 | 73.92 |