DualCoOp+TaI-DPT

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Multi-Label Image ClassificationonMS-COCO-2014
Average mAP· 2022-11-23
83.6
SOTA
Texts as Images in Prompt Tuning for Multi-Label Image Recognition arXiv:2211.12739
Multi-Label Image ClassificationonPASCAL VOC 2007
Average mAP· 2022-11-23
94.8
SOTA
Texts as Images in Prompt Tuning for Multi-Label Image Recognition arXiv:2211.12739
Image ClassificationonMS-COCO-2014
Average mAP· 2022-11-23
83.6
SOTA
Texts as Images in Prompt Tuning for Multi-Label Image Recognition arXiv:2211.12739
Image ClassificationonPASCAL VOC 2007
Average mAP· 2022-11-23
94.8
SOTA
Texts as Images in Prompt Tuning for Multi-Label Image Recognition arXiv:2211.12739

Methodology2 results

2D ClassificationonMS-COCO-2014
Average mAP· 2022-11-23
83.6
SOTA
Texts as Images in Prompt Tuning for Multi-Label Image Recognition arXiv:2211.12739
2D ClassificationonPASCAL VOC 2007
Average mAP· 2022-11-23
94.8
SOTA
Texts as Images in Prompt Tuning for Multi-Label Image Recognition arXiv:2211.12739