Instance Segmentation on COCO-Tasks extended (test)
44.1mAP (Box)TOIST w/ distillation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TOIST w/ distillationDistillation=noun-pronoun distillation2022.10 | 44.1 | 39 | |
| TOISTModel=One-stage2022.10 | 41.3 | 35.2 | |
| Mask-RCNN + GGNNRefinement=GGNN2022.10 | 37.4 | 32.4 | |
| Mask-RCNN + classifierRefinement=classifier2022.10 | 33.7 | 29.2 | |
| Mask-RCNNBase Model=Mask-RCNN2022.10 | 23.4 | 20 | |
| Mask-RCNN + pick bestSelection Strategy=pick best2022.10 | 18.8 | 16.8 | |
| Mask-RCNN + rankerRefinement=ranker2022.10 | 10.6 | 9.3 |