Tunnel defect detection on Tunnel Hard-negative
64Visible F1TunnelMIND
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TunnelMINDTraining setting=training-free2026.04 | 64 | 66 | 68 | 66 | |
| Qwen3-VL-4BSAM segmentation=point, Training setting=training-free2026.04 | 58 | 61 | 64 | 61 | |
| Qwen3-VL-4BSAM segmentation=box, Training setting=training-free2026.04 | 57 | 59 | 61 | 59 | |
| Rex-OmniTraining setting=training-free2026.04 | 54 | 55 | 53 | 54 | |
| GroundingDINOSAM segmentation=box, Training setting=training-free2026.04 | 49 | 4 | 52 | 35 |