| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CUB (test) | SPOL | Top-1 Loc Acc80.1 | 80 | 1mo ago | |
| CUB | FSL baseline | MaxBoxAccV286.6 | 69 | 1mo ago | |
| PASCAL VOC 2007 (trainval) | CorLoc (Aero)88.1 | 54 | 1mo ago | ||
| CUB-200 2011 (test) | WWbL | Accuracy96.54 | 38 | 1mo ago | |
| ImageNet | LoRot-E | Loc Acc (%)50.24 | 32 | 1mo ago | |
| CUB-200 (test) | DiPS | Top-1 Loc Acc88.2 | 26 | 1mo ago | |
| CUB200-2011 | AlignMixup | Loc Acc56.2 | 21 | 1mo ago | |
| PASCAL VOC 2012 (trainval) | OICR-Ens+FRCNN | Aero CorLoc89.3 | 21 | 1mo ago | |
| ImageNet-1K (test) | Feature Direction Alignment + Consistency with Attentive Dropout | MaxBoxAccV2 (Mean)68.7 | 20 | 1mo ago | |
| CUB-200 | AutoMix | MaxBoxAcc61.05 | 14 | 1mo ago | |
| ImageNet-100 1.0 (test) | Joint training BAS | Top-1 Loc Acc (Avg)68.88 | 14 | 1mo ago | |
| ILSVRC (test) | SPOL | Top-1 Loc Acc59.1 | 14 | 1mo ago | |
| ImageNet-1K (val) | GenPromp | Top-1 Loc Acc65.2 | 10 | 1mo ago | |
| CUB-200-2011 v2 | SCM | MaxBoxAccV289.9 | 10 | 1mo ago | |
| Tiny ImageNet (val) | GR (Proposed) | GT-known Localization Accuracy57.82 | 10 | 1mo ago | |
| CUB-200-2011 v1 | SCM | MaxBoxAcc96.6 | 8 | 1mo ago | |
| TelDrone (test) | DiPS | MaxBoxAcc96.2 | 7 | 1mo ago | |
| Stanford-Dogs (test) | WWbL | Localization Accuracy86.4 | 7 | 1mo ago | |
| Stanford-Cars (test) | WWbL | Localization Accuracy98.9 | 7 | 1mo ago | |
| OpenImages v5 (test) | CAM* + ours | PxAP67.8 | 6 | 1mo ago | |
| ImageNet (val) | CutMix | Loc Acc47.3 | 4 | 1mo ago | |
| MS COCO (val) | Proposed Method | mAP49.2 | 2 | 1mo ago |
