Entity-level engineering evaluation on Tunnel Inspection Dataset Entity-level (test)
6.7LMAE (cm)Supervised
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SupervisedTraining Type=Task-specific trained reference model2026.04 | 6.7 | 0.98 | 7.6 | 93.8 | 81 | 75.4 | |
| TunnelMIND2026.04 | 11.4 | 1.91 | 10.3 | 80.6 | 74 | 61.8 | |
| Rex-OmniPrompting Strategy=SAM combined with box prompt2026.04 | 16.7 | 3.28 | 15.2 | 74.9 | 66 | 45.1 | |
| Qwen3-VL-4BPrompting Strategy=SAM combined with box prompt2026.04 | 19.6 | 3.42 | 18.8 | 72.1 | 61 | 38.7 |