Object Detection on MS COCO 48/17 (S/U/HM Metrics)
65.7Recall@100 (S)ContrastZSD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ContrastZSDEvaluation protocol=Generalized Zero-Shot, IoU threshold=0.52021.09 | 65.7 | 52.4 | 58.3 | 45.1 | 6.3 | 11.1 | |
| RRFSGZSD setting=True, IoU threshold=0.5, Backbone=ResNet-101, Detector architecture=Faster-RCNN2022.01 | 59.7 | 58.8 | 59.2 | 42.3 | 13.4 | 20.4 | |
| BLCEvaluation protocol=Generalized Zero-Shot, IoU threshold=0.52021.09 | 57.6 | 46.4 | 51.4 | 42.1 | 4.5 | 8.2 | |
| BLCGZSD setting=True, IoU threshold=0.52022.01 | 57.6 | 46.4 | 51.4 | 42.1 | 4.5 | 8.2 | |
| ConSE-ZSDEvaluation protocol=Generalized Zero-Shot, IoU threshold=0.52021.09 | 43.8 | 12.3 | 19.2 | 37.2 | 1.2 | 2.3 | |
| PLEvaluation protocol=Generalized Zero-Shot, IoU threshold=0.52021.09 | 38.2 | 26.3 | 31.2 | 35.9 | 4.1 | 7.4 | |
| PLGZSD setting=True, IoU threshold=0.52022.01 | 38.2 | 26.3 | 31.2 | 35.9 | 4.1 | 7.4 |