Field Segmentation on AI4SmallFarms Cambodia
43Mean IoUMAgSeg
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAgSegModel size=12B, Evaluation Protocol=Zero-shot2026.05 | 43 | 45 | 8.59 | 14.66 | |
| MAgSegModel size=4B, Evaluation Protocol=Zero-shot2026.05 | 41 | 45 | 8.69 | 16.69 | |
| LISAtEvaluation Protocol=Zero-shot2026.05 | 12 | 5 | 3.37 | 22.75 | |
| GRESEvaluation Protocol=Zero-shot2026.05 | 12 | 5 | 0.06 | 2.56 | |
| GSVAEvaluation Protocol=Zero-shot2026.05 | 10 | 4 | 3.6 | 32.81 | |
| LISAEvaluation Protocol=Zero-shot2026.05 | 9 | 3 | 3.11 | 33.9 | |
| LAVTEvaluation Protocol=Zero-shot2026.05 | 6 | 2 | 2.11 | 15.12 | |
| Text4SegVariant=C, Evaluation Protocol=Zero-shot2026.05 | 4 | 2 | 6.21 | 19.83 | |
| Text4SegVariant=R, Evaluation Protocol=Zero-shot2026.05 | 4 | 1 | 5.31 | 31.79 |