Anomaly Localization on MMAD-BBox 1-shot
25.3mIoUAD-Copilot-Thinking
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AD-Copilot-ThinkingScale=7B, Setting=1-shot, Thinking=true2026.03 | 25.3 | 55.22 | 44.76 | 35.88 | 21 | |
| AD-CopilotScale=7B, Setting=1-shot2026.03 | 24.46 | 55.66 | 43.77 | 34.78 | 19.42 | |
| Qwen2.5-VLScale=7B, Setting=1-shot, Status=Finetuned2026.03 | 23.3 | 54.08 | 41.44 | 32.39 | 17.35 | |
| Seed1.5-VLScale=-, Setting=1-shot2026.03 | 16.58 | 38.62 | 23.9 | 18.81 | 12.5 | |
| InternVL3.5Scale=8B, Setting=1-shot2026.03 | 16.34 | 38.15 | 29.26 | 22.63 | 12.54 | |
| Qwen2.5-VLScale=7B, Setting=1-shot2026.03 | 10.47 | 28.39 | 18.83 | 13.39 | 5.15 | |
| Qwen3-VLScale=8B, Setting=1-shot2026.03 | 9.3 | 25.14 | 17.39 | 12.3 | 5.74 |