Open-vocabulary semantic segmentation on OEM
64.4mIoUOracle
Evaluation results
| Method | Links | |
|---|---|---|
| OracleEvaluation Protocol=Fully supervised2026.02 | 64.4 | |
| ProC-SAM3Backbone=SAM 32026.06 | 48.9 | |
| ConInferBackbone=CLIP+DINOv32026.06 | 42 | |
| ReAttnCLIPBackbone=CLIP2026.06 | 41.1 | |
| SegEarth-OV3*Backbone=SAM 32026.06 | 41 | |
| ActiveSAM*Backbone=SAM32026.06 | 40.7 | |
| SegEarth-OVEvaluation Protocol=Trained on remote sensing data2026.02 | 40.3 | |
| SegEarth-OVBackbone=CLIP2026.06 | 40.3 | |
| RSCLIP*Backbone=CLIP2026.06 | 39.8 | |
| ProxyCLIPBackbone=CLIP+DINOv22026.06 | 38.9 | |
| OursEvaluation Protocol=Zero-shot2026.02 | 34.2 | |
| GEMEvaluation Protocol=Zero-shot2026.02 | 33.9 | |
| CorrCLIPBackbone=CLIP+DINO+SAM22026.06 | 32.9 | |
| ClearCLIPEvaluation Protocol=Zero-shot2026.02 | 31 | |
| ClearCLIPBackbone=CLIP2026.06 | 31 | |
| SCLIPEvaluation Protocol=Zero-shot2026.02 | 29.3 | |
| SCLIPBackbone=CLIP2026.06 | 29.3 | |
| MaskCLIPEvaluation Protocol=Zero-shot2026.02 | 25.1 | |
| VIP*Backbone=DINOv3 + dino.txt2026.06 | 20.7 | |
| CLIPEvaluation Protocol=Zero-shot2026.02 | 12 |