Arcing Detection on SBB-AD
0.8689AUROCQwen3-VL-2B-Instruct
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen3-VL-2B-InstructModality=RGB Images, Few-shot setting=2-shot2026.02 | 0.8689 | |
| Qwen3-VL-2B-InstructModality=RGB + GAF, Few-shot setting=4-shot2026.02 | 0.838 | |
| Qwen3-VL-2B-InstructModality=RGB Images, Few-shot setting=4-shot2026.02 | 0.8307 | |
| Qwen3-VL-2B-InstructModality=RGB Images, Few-shot setting=8-shot2026.02 | 0.8128 | |
| Qwen3-VL-2B-InstructModality=RGB Images, Few-shot setting=0-shot2026.02 | 0.7737 | |
| Qwen3-VL-2B-InstructModality=RGB + GAF, Few-shot setting=8-shot2026.02 | 0.7662 | |
| Qwen3-VL-2B-InstructModality=RGB + GAF, Few-shot setting=0-shot2026.02 | 0.7405 | |
| Qwen3-VL-2B-InstructModality=RGB + GAF, Few-shot setting=2-shot2026.02 | 0.7391 | |
| Qwen3-VL-2B-InstructModality=GAF, Few-shot setting=0-shot2026.02 | 0.5527 | |
| Qwen3-VL-2B-InstructModality=GAF, Few-shot setting=2-shot2026.02 | 0.5384 | |
| Qwen3-VL-2B-InstructModality=GAF, Few-shot setting=4-shot2026.02 | 0.5199 | |
| Qwen3-VL-2B-InstructModality=GAF, Few-shot setting=8-shot2026.02 | 0.5186 | |
| Qwen3-VL-2B-InstructModality=Raw, Few-shot setting=2-shot2026.02 | 0.4948 | |
| Qwen3-VL-2B-InstructModality=Raw, Few-shot setting=4-shot2026.02 | 0.4897 | |
| Qwen3-VL-2B-InstructModality=Raw, Few-shot setting=8-shot2026.02 | 0.4857 | |
| Qwen3-VL-2B-InstructModality=MTF, Few-shot setting=0-shot2026.02 | 0.4697 | |
| Qwen3-VL-2B-InstructModality=Raw, Few-shot setting=0-shot2026.02 | 0.4609 | |
| Qwen3-VL-2B-InstructModality=RP, Few-shot setting=8-shot2026.02 | 0.4579 | |
| Qwen3-VL-2B-InstructModality=RP, Few-shot setting=2-shot2026.02 | 0.4521 | |
| Qwen3-VL-2B-InstructModality=RP, Few-shot setting=4-shot2026.02 | 0.4391 | |
| Qwen3-VL-2B-InstructModality=RP, Few-shot setting=0-shot2026.02 | 0.4232 | |
| Qwen3-VL-2B-InstructModality=MTF, Few-shot setting=4-shot2026.02 | 0.3848 | |
| Qwen3-VL-2B-InstructModality=MTF, Few-shot setting=2-shot2026.02 | 0.3789 | |
| Qwen3-VL-2B-InstructModality=MTF, Few-shot setting=8-shot2026.02 | 0.3726 |