| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PASCAL VOC 2007 (trainval) | Pred Net | CorLoc71.4 | 118 | 4mo ago | |
| ImageNet-1k (val) | GenPrompt | Top-1 Loc Acc65.2 | 80 | 4mo ago | |
| CUB-200 2011 (test) | GenPrompt | Top-1 Loc. Accuracy89.3 | 68 | 4mo ago | |
| ImageNet vehicles | Deconv | IoU63.4 | 58 | 25d ago | |
| PASCAL VOC 2012 (trainval) | CASD | CorLoc72.3 | 51 | 4mo ago | |
| PascalVOC | DEX-AR | soft-IoU17.7 | 22 | 4mo ago | |
| CUB-200 (test) | PSOL-DenseNet161-Sep | Top-1 Loc Acc74.97 | 21 | 4mo ago | |
| CUB v2 | DiPS | Max Box Acc V290.9 | 20 | 4mo ago | |
| VOC 12 | TokenCut | AP@50%72.1 | 12 | 1mo ago | |
| VOC 07 | WSCUOD | AP@50%70.6 | 12 | 1mo ago | |
| ImageNet 1k | ADL | Top-1 Loc Acc48.71 | 11 | 4mo ago | |
| CUB-200-2011 | ADL | Top-1 Loc Acc0.6229 | 11 | 4mo ago | |
| MS-COCO (val) | CLIP | Top-1 Accuracy47.8 | 10 | 1mo ago | |
| ILSVRC 2012 (val) | ACoL | Localization Error (GT-known)37.04 | 10 | 4mo ago | |
| TEA (test) | mIoU49.13 | 9 | 4mo ago | ||
| REVERIE (test unseen) | Rec (Airbert) | RGS16.83 | 8 | 4mo ago | |
| REVERIE (val unseen) | Rec (Airbert) | RGS18.23 | 8 | 4mo ago | |
| REVERIE (val seen) | Rec (Airbert) | RGS32.75 | 8 | 4mo ago | |
| COCO 20k | DeepCut | CorLoc61.6 | 8 | 4mo ago | |
| VOC 07 | DeepCut | CorLoc69.8 | 8 | 4mo ago | |
| TelDrone v2 | DiPS | MaxBoxAccV284.9 | 8 | 4mo ago | |
| MMXray (test) | OneFocus-7B | mAP5032.2 | 7 | 1mo ago | |
| PIDray (test) | OneFocus-7B | mAP5018.5 | 7 | 1mo ago | |
| OpenImages30K (test) | Ours | PxAP63.7 | 7 | 4mo ago | |
| COCO 20k | WSCUOD | AP@50%63.5 | 6 | 1mo ago |
