Segmentation on ImageNet Segmentation (test)
85.46AccuracyAnchorDiff
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnchorDiffBase Model=SD3.5, Zero-shot=true2026.05 | 85.46 | 77.29 | 91.2 | |
| DINOv2 Reg SAZero-shot=true2026.05 | 84.21 | 73.24 | 86.62 | |
| OVAMZero-shot=true2026.05 | 83.88 | 72.24 | 89.65 | |
| DAAMBase Model=SD2, Zero-shot=true2026.05 | 83.78 | 72.09 | 88.95 | |
| AnchorDiffBase Model=SD3, Zero-shot=true2026.05 | 83.76 | 75.09 | 90.06 | |
| ConceptAttentionBase Model=SD3.5, Zero-shot=true2026.05 | 83.75 | 72.04 | 88.48 | |
| DINOv2 SAZero-shot=true2026.05 | 83.2 | 71.24 | 85.19 | |
| iBOT SAZero-shot=true2026.05 | 83.18 | 71.21 | 86.51 | |
| CLIPasRNNZero-shot=true2026.05 | 83.05 | 71.01 | 86.59 | |
| DAAMBase Model=SDXL, Zero-shot=true2026.05 | 82.33 | 69.97 | 90.48 | |
| Seg4DiffBase Model=SD3, Zero-shot=true2026.05 | 82.13 | 69.68 | 83.84 | |
| DINO SAZero-shot=true2026.05 | 81.76 | 69.14 | 86.05 | |
| ConceptAttentionBase Model=SD3, Zero-shot=true2026.05 | 81.48 | 68.75 | 85.52 | |
| Cross AttentionBase Model=SD3, Zero-shot=true2026.05 | 80.9 | 67.92 | 86.79 | |
| Seg4DiffBase Model=SD3.5, Zero-shot=true2026.05 | 79.53 | 66.01 | 83.29 | |
| TransInterpZero-shot=true2026.05 | 78.43 | 64.51 | 84.36 | |
| Cross AttentionBase Model=SD3.5, Zero-shot=true2026.05 | 76.52 | 61.97 | 89.37 | |
| TextSpanZero-shot=true2026.05 | 75.81 | 61.05 | 80.86 | |
| Partial-LRPZero-shot=true2026.05 | 75.23 | 60.29 | 83.21 | |
| ViT AttentionZero-shot=true2026.05 | 70.62 | 54.58 | 78.86 | |
| RolloutZero-shot=true2026.05 | 70.51 | 54.46 | 81.73 | |
| GradCAMZero-shot=true2026.05 | 68.44 | 52.02 | 70.68 | |
| LRPZero-shot=true2026.05 | 50.55 | 33.82 | 55.92 |