Object Localization on PASCAL VOC 2012 (trainval)
72.3CorLocCASD
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CASD2020.10 | 72.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WSOD²Train Split=07+12 trainval splits2019.09 | 72.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepCutLoss function=Normalized Cut (N-cut) loss, Backbone=ViT-S/82022.12 | 72.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TokenCut2022.12 | 72.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WSOD²Train Split=12 trainval split2019.09 | 71.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WSOD2Regression=Included2020.10 | 71.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C-MIDN2020.10 | 71.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MISTRegression=Included2020.10 | 70.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PredNetensemble=true2018.11 | 70.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PredNetBackbone=VGG2018.11 | 69.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Pred NetDetection Framework=FRCNN2020.02 | 69.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WS-JDSDetection Framework=FRCNN2020.02 | 69.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SDCNDetection Framework=FRCNN2020.02 | 69.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OIM+IRDetection Framework=FRCNN2020.02 | 69.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Pred Net2020.10 | 69.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| W2F2018.11 | 69.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SDCNDetection Framework=None2020.02 | 67.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DeepCutLoss function=Correlation Clustering (CC) loss, Backbone=ViT-S/82022.12 | 67.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OICR+W-RPNDetection Framework=None2020.02 | 67.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C-MILNetwork=VGG162019.04 | 67.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C-MILDetection Framework=FRCNN2020.02 | 67.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| C-MIL2020.10 | 67.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OIM+IRDetection Framework=None2020.02 | 67.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OursBackbone=VGG162019.08 | 66.7 | 86.5 | 82.1 | 67.2 | 58.7 | 48.9 | 80.5 | 75.6 | 62.3 | 46 | 81.9 | 40 | 64.2 | 82.4 | 88.2 | 44.2 | 53.5 | 78.1 | 54.7 | 56.7 | 82.9 | |
| Spectral Methods2022.12 | 66.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OICR2018.11 | 65.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WSCDNTrain Split=12 trainval split2019.09 | 65.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WeakRPNNetwork=VGG162019.04 | 64.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WSRPNBackbone=VGG162019.08 | 64.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Tang et al.Train Split=12 trainval split2019.09 | 64.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MSPLD2017.06 | 64.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TS2CNetwork=VGG162019.04 | 64.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TS2CBackbone=VGG162019.08 | 64.4 | 79.1 | 83.9 | 64.6 | 50.6 | 37.8 | 87.4 | 74 | 74.1 | 40.4 | 80.6 | 42.6 | 53.6 | 66.5 | 88.8 | 18.8 | 54.9 | 80.4 | 60.4 | 70.7 | 79.3 | |
| LOST2022.12 | 64 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WS-JDSDetection Framework=None2020.02 | 63.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PCLTrain Split=12 trainval split2019.09 | 63.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PCLDetection Framework=None2020.02 | 63.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| PCL2020.10 | 63.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SGWSODBackbone=VGG162019.08 | 62.9 | 70.4 | 79.3 | 54.1 | 44.9 | 56.8 | 89.8 | 72.3 | 69.2 | 41 | 67.3 | 32.3 | 61.1 | 72 | 85 | 43.9 | 56.4 | 77.8 | 42.6 | 64 | 77.6 | |
| OICRNetwork=VGG162019.04 | 62.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OICRBackbone=VGG162019.08 | 62.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OICRTrain Split=12 trainval split2019.09 | 62.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OICRDetection Framework=None2020.02 | 62.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| OICR2020.10 | 62.1 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| ZLDNTrain Split=12 trainval split2019.09 | 61.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DSL2018.11 | 58.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Self-TaughtNetwork=VGG162019.04 | 58.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Kantorov et al.2017.06 | 54.8 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DINO-[CLS]2022.12 | 46.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| EdgeBoxes2022.12 | 31.6 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Selective Search2022.12 | 20.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |