Object Detection on COCO novel categories 2014
21.6APDAnA-FasterRCNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DAnA-FasterRCNN# Way=1way, # Given Supports=5shot, Fine-tuning Protocol=Zero-shot2021.02 | 21.6 | 20.4 | |
| DAnA-FasterRCNN# Way=1way, # Given Supports=3shot, Fine-tuning Protocol=Zero-shot2021.02 | 21.3 | 20.2 | |
| DAnA-RetinaNet# Way=1way, # Given Supports=5shot, Fine-tuning Protocol=Zero-shot2021.02 | 19.5 | 18.4 | |
| DAnA-RetinaNet# Way=1way, # Given Supports=3shot, Fine-tuning Protocol=Zero-shot2021.02 | 18.8 | 17.7 | |
| Attention RPN# Way=1way, # Given Supports=5shot, Fine-tuning Protocol=Zero-shot2021.02 | 18.1 | 16.2 | |
| FGN# Way=1way, # Given Supports=5shot, Fine-tuning Protocol=Zero-shot2021.02 | 17.9 | 16.8 | |
| DAnA-FasterRCNN# Way=1way, # Given Supports=1shot, Fine-tuning Protocol=Zero-shot2021.02 | 17.9 | 17 | |
| Meta R-CNN# Way=1way, # Given Supports=5shot, Fine-tuning Protocol=Zero-shot2021.02 | 17.4 | 15.2 | |
| Attention RPN# Way=1way, # Given Supports=3shot, Fine-tuning Protocol=Zero-shot2021.02 | 17.1 | 15.4 | |
| Meta R-CNN# Way=1way, # Given Supports=3shot, Fine-tuning Protocol=Zero-shot2021.02 | 17 | 15 | |
| FGN# Way=1way, # Given Supports=3shot, Fine-tuning Protocol=Zero-shot2021.02 | 16.7 | 15.5 | |
| DAnA-RetinaNet# Way=1way, # Given Supports=1shot, Fine-tuning Protocol=Zero-shot2021.02 | 16.6 | 15.5 | |
| Attention RPN# Way=1way, # Given Supports=1shot, Fine-tuning Protocol=Zero-shot2021.02 | 15 | 13.7 | |
| FGN# Way=1way, # Given Supports=1shot, Fine-tuning Protocol=Zero-shot2021.02 | 14.9 | 13.8 | |
| Meta R-CNN# Way=1way, # Given Supports=1shot, Fine-tuning Protocol=Zero-shot2021.02 | 14.7 | 13.1 |