Open-Vocabulary Semantic Segmentation on PASCAL Context 459 (val)
27.8mIoUdinov3.seg
Evaluation results
| Method | Links | |
|---|---|---|
| dinov3.segVariant=Large, Backbone=dinov3.txt2026.03 | 27.8 | |
| ESCNetVenue=CVPR’25, Variant=Large2026.03 | 27 | |
| DEDOSVenue=ICCV’25, Variant=Large2026.03 | 25.6 | |
| H-CLIPVenue=CVPR’25, Variant=Large2026.03 | 24.2 | |
| HyperCLIPVenue=CVPR’25, Variant=Large2026.03 | 24.1 | |
| DPSegVenue=CVPR’25, Variant=Large2026.03 | 24.1 | |
| CAT-SegVenue=CVPR’24, Variant=Large2026.03 | 23.8 | |
| OVSNetVenue=ICCV’25, Variant=Large2026.03 | 23.5 | |
| SEDVenue=CVPR’24, Variant=Large2026.03 | 22.6 | |
| MAFT+Venue=ECCV’24, Variant=Large2026.03 | 21.6 | |
| SAM3Venue=ICLR’26, Variant=Large2026.03 | 18.8 | |
| FC-CLIPVenue=NeurIPS’23, Variant=Large2026.03 | 18.2 | |
| EOV-SegVenue=AAAI’25, Variant=Large2026.03 | 16.8 | |
| SCANVenue=CVPR’24, Variant=Large2026.03 | 16.7 | |
| SANVenue=CVPR’23, Variant=Large2026.03 | 15.7 | |
| ODISEVenue=CVPR’23, Variant=Large2026.03 | 14.5 | |
| OVSegVenue=CVPR’23, Variant=Large2026.03 | 12.4 |