Damage Classification on Synthetic Fibre Ropes (test)
93.22AccuracyDART
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DARTType=Vision-Language + Domain2026.05 | 93.22 | 91.04 | 93.22 | |
| Simple Fusion (ablation E6)Type=Vision-Language2026.05 | 89.32 | 85.83 | 89.24 | |
| DINOv2Type=Vision only2026.05 | 86.2 | 81.8 | 86.04 | |
| I-JEPAType=Vision only (JEPA)2026.05 | 79.37 | 73.38 | 78.68 | |
| BLIP-2Type=Vision-Language2026.05 | 73.69 | 65.5 | 72.92 | |
| CLIPType=Vision-Language2026.05 | 70.45 | 61.62 | 68.63 |