Instance Segmentation on Pascal VOC (val)
77.2AP@0.50Box2Mask-T
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Box2Mask-TBackbone=Swin-B, Pre-training=ImageNet-22K, Supervision=Box supervision2022.12 | 77.2 | 48.9 | 88.3 | 57.8 | 51.1 | 77.6 | |
| Box2Mask-TBackbone=ResNet-101, Supervision=Box supervision2022.12 | 70.8 | 43.2 | 83.2 | 50.8 | 44.4 | 75.2 | |
| Box2Mask-TBackbone=ResNet-50, Supervision=Box supervision2022.12 | 68.9 | 41.4 | 81.5 | 49.3 | 42.1 | 73.9 | |
| Box2Mask-CBackbone=ResNet-101, Supervision=Box supervision2022.12 | 66.6 | 39.6 | 77.3 | 47.9 | 40.9 | 71.9 | |
| Box2Mask-CBackbone=ResNet-50, Supervision=Box supervision2022.12 | 65.9 | 38 | 76.9 | 46.1 | 38.2 | 70.9 | |
| BBAMBackbone=ResNet-101, Supervision=Box supervision2022.12 | 63.7 | — | 76.8 | 39.5 | 31.8 | 63 | |
| DiscoBoxBackbone=ResNet-50-DCN, Supervision=Box supervision2022.12 | 63.6 | — | 75.2 | 41.6 | 34.1 | — | |
| DiscoBoxBackbone=ResNet-101, Supervision=Box supervision2022.12 | 62.2 | — | 72.8 | 45.5 | 37.5 | — | |
| BoxInstBackbone=ResNet-101, Supervision=Box supervision2022.12 | 61.4 | 36.5 | — | — | 37 | — | |
| Zhang et al.Backbone=ResNet-101, Supervision=Box supervision2022.12 | 60.9 | 36.4 | — | — | 37.7 | — | |
| DiscoBoxBackbone=ResNet-50, Supervision=Box supervision2022.12 | 59.8 | — | 71.4 | 41.7 | 35.5 | — | |
| BBTP w/ CRFBackbone=ResNet-101, Supervision=Box supervision2022.12 | 59.1 | 27.5 | — | — | 21.9 | — | |
| A2GNN w/ CRFBackbone=ResNet-101, Supervision=Box supervision2022.12 | 59.1 | — | — | 35.5 | 27.4 | — | |
| BoxInstBackbone=ResNet-50, Supervision=Box supervision2022.12 | 59.1 | 34.3 | — | — | 34.2 | — | |
| Zhang et al.Backbone=ResNet-50, Supervision=Box supervision2022.12 | 58.6 | 34.3 | — | — | 34.6 | — | |
| Arun et al.Backbone=ResNet-101, Supervision=Box supervision2022.12 | 57.7 | — | 73.1 | 33.5 | 31.2 | — | |
| Sun et al.Backbone=ResNet-50, Supervision=Box supervision2022.12 | 56.9 | — | — | — | 21.4 | 56.9 | |
| BBTPBackbone=ResNet-101, Supervision=Box supervision2022.12 | 54.1 | 23.1 | — | — | 17.1 | — | |
| Liao et al.Backbone=ResNet-101, Supervision=Box supervision2022.12 | 51.3 | — | — | — | 22.4 | 51.9 | |
| SDIBackbone=VGG-16, Supervision=Box supervision2022.12 | 44.8 | — | — | — | 16.3 | 49.1 | |
| GrabCutBackbone=ResNet-101, Supervision=Box supervision2022.12 | 38.8 | 19 | — | — | 17 | — | |
| MaskDistillFeatures=DINO2023.11 | 24.3 | 9.9 | — | — | 6.9 | — | |
| MAEFeatures=MAE2023.11 | 18.8 | 4.6 | — | — | 0.6 | — | |
| FreeSOLOFeatures=DenseCL2023.11 | 9.8 | 2.3 | — | — | 0.2 | — |