Textual Explanation Semantic Consistency on PASCAL VOC
0.234CLIP-ScoreTEXTER
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TEXTERModel=DINO ResNet-502025.12 | 0.234 | 0.7385 | 0.6882 | 0.5512 | |
| TEXTERModel=DINO ViT-S/82025.12 | 0.2334 | 0.7539 | 0.6937 | 0.4082 | |
| TEXTERModel=ViT2025.12 | 0.2283 | 0.7727 | 0.6952 | 0.1526 | |
| TEXTERModel=ResNet-502025.12 | 0.2271 | 0.7609 | 0.6972 | 0.6378 | |
| Text-To-ConceptModel=DINO ViT-S/82025.12 | 0.2224 | 0.7592 | 0.6946 | 0.3933 | |
| Text-To-ConceptModel=ViT2025.12 | 0.2187 | 0.7909 | 0.7006 | 0.1458 | |
| RandomModel=DINO ViT-S/82025.12 | 0.2182 | 0.7648 | 0.6943 | 0.3686 | |
| Text-To-ConceptModel=DINO ResNet-502025.12 | 0.2172 | 0.7485 | 0.6938 | 0.522 | |
| TEXTERModel=ResNet-182025.12 | 0.2155 | 0.7481 | 0.6938 | 0.5994 | |
| RandomModel=ViT2025.12 | 0.2127 | 0.7804 | 0.6971 | 0.1329 | |
| Text-To-ConceptModel=ResNet-182025.12 | 0.2086 | 0.7591 | 0.7055 | 0.5703 | |
| Text-To-ConceptModel=ResNet-502025.12 | 0.2073 | 0.7698 | 0.7017 | 0.6032 | |
| RandomModel=ResNet-182025.12 | 0.2065 | 0.7591 | 0.7045 | 0.573 | |
| RandomModel=DINO ResNet-502025.12 | 0.2065 | 0.7579 | 0.6957 | 0.5042 | |
| RandomModel=ResNet-502025.12 | 0.205 | 0.7775 | 0.7041 | 0.5874 |