| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Cityscapes | EASe | mIoU32.8 | 25 | 17d ago | |
| Cityscapes (val) | EAGLE | U. Acc91.4 | 24 | 1mo ago | |
| COCO | STEGO* | mIoU41 | 20 | 1mo ago | |
| PASCAL VOC 2012 (val) | xCLIP | mIoU38.4 | 15 | 1mo ago | |
| PASCAL VOC (test) | CLIPpy | JS54.6 | 13 | 1mo ago | |
| ImageNet-S50 (test) | PASS_p + RC | mIoU41.5 | 10 | 1mo ago | |
| ImageNet-S50 (val) | PASS_p + Sal | mIoU42.5 | 10 | 1mo ago | |
| COCO (val) | ACSeg | mIoU0.281 | 9 | 1mo ago | |
| Pascal-VOC | DiffCut | mIoU0.652 | 9 | 17d ago | |
| COCO-S-171 | TransFGU | mIoU1,193 | 8 | 1mo ago | |
| COCO-S-27 | EQUSS | Mean Accuracy61 | 8 | 1mo ago | |
| ADE20K | EASe | mIoU49.4 | 6 | 17d ago | |
| COCO-Stuff | EASe | mIoU50.9 | 6 | 17d ago | |
| COCO Object | EASe | mIoU43.2 | 6 | 17d ago | |
| SUIM Dataset (val) | DatUS2+Overclust. | mIoU34.02 | 5 | 1mo ago | |
| Roof Subassembly Damage Detection | EASe | mIoU58.4 | 4 | 17d ago | |
| OmniCrack30K | EASe | mIoU54.2 | 4 | 17d ago | |
| KITTI | EASe | mIoU36 | 4 | 17d ago | |
| PartImageNet | EASe | mIoU46.4 | 4 | 17d ago | |
| COCO-81 | CAUSE-TR | mIoU21.2 | 4 | 1mo ago | |
| COCO Curated (test) | DenseSiam | mIoU0.164 | 4 | 1mo ago | |
| COCO-S-27 (curated) | TransFGU | mIoU17.47 | 4 | 1mo ago | |
| PASCAL VOC (val) | ACSeg | mIoU53.9 | 2 | 1mo ago | |
| ImageNet-S (test) | PASS_s | mIoU11 | 2 | 1mo ago | |
| ImageNet-S (val) | PASS_s | mIoU11.5 | 2 | 1mo ago |
