Object Detection on BTCV++
100mAP@0.1 (Spl)Qwen2.5VL-3B
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen2.5VL-3BArchitecture=Qwen2.5VL-3B2026.05 | 100 | 100 | 100 | 82 | 100 | 97.48 | 98.51 | 100 | 100 | 65.5 | 79.52 | 91.09 | 91.32 | 85.59 | 92.21 | |
| nnDetection2026.05 | 98.31 | 93.77 | 97.33 | 87.65 | 96.66 | 97.8 | 94.15 | 94.31 | 93.29 | 51.76 | 90.89 | 67.29 | 68.8 | 91.28 | 87.38 | |
| DETR2026.05 | 98.11 | 98.07 | 97.97 | 94.59 | 97.9 | 98.56 | 95.34 | 97.47 | 97.01 | 65.39 | 93.08 | 77.49 | 85.62 | 93.37 | 92.14 | |
| Janus-1BArchitecture=Janus-1B2026.05 | 94.93 | 88.95 | 96.16 | 85.96 | 95.22 | 92.63 | 86.18 | 99.11 | 99.8 | 65.04 | 85.25 | 89.61 | 88.26 | 82.88 | 89.28 | |
| RetinaUNet2026.05 | 93.24 | 94.57 | 95.2 | 83.35 | 96.73 | 98.16 | 85.09 | 96.4 | 99.72 | 63.1 | 80.3 | 88.79 | 87.54 | 81.8 | 88.86 |