Instance Segmentation on EgoHOS
59.8mIoUSAM
Evaluation results
| Method | Links | |
|---|---|---|
| SAMZero-shot=true, Backbone=ViT-H, Training Data=SA-1B2026.06 | 59.8 | |
| SAMEvaluation Protocol=Zero-shot, Prompt=Single point, Training Data=SA-1B2025.05 | 56.4 | |
| Prompt2SegZero-shot=true, Training Data=Synthetic2026.06 | 55.6 | |
| SimpleClickZero-shot=true, Backbone=ViTDet, Training Data=Synthetic2026.06 | 51.8 | |
| Prompt2Seg-AdapterZero-shot=true, Training Data=Synthetic2026.06 | 46.2 | |
| SDEvaluation Protocol=Zero-shot, Prompt=Single point, Training Data=Hypersim+VK22025.05 | 40 | |
| Gen2SegZero-shot=true, Training Data=Synthetic2026.06 | 40 | |
| Prompt2Seg-ConcatZero-shot=true, Training Data=Synthetic2026.06 | 37.3 | |
| MAE-HZero-shot=true, Training Data=Synthetic2026.06 | 33.3 | |
| MAE-HEvaluation Protocol=Zero-shot, Prompt=Single point, Training Data=Hypersim+VK22025.05 | 31.9 | |
| MAE-BEvaluation Protocol=Zero-shot, Prompt=Single point, Training Data=Hypersim+VK22025.05 | 28.9 | |
| DINO-BEvaluation Protocol=Zero-shot, Prompt=Single point, Training Data=Hypersim+VK22025.05 | 14.8 | |
| SimpleClickEvaluation Protocol=Zero-shot, Prompt=Single point, Training Data=Hypersim+VK22025.05 | 1.6 |