Dense Object Detection on Dense200
85.5F1 Score @ IoU 0.5
VisHarness (Qwen3-VL-8B)
Updated 17d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.05 | 85.5 | 14.7 | - | 69.3 | - | |
2026.05 | 83.3 | 14.5 | - | 67.9 | - | |
2026.05 | 78.4 | 10.3 | 58.3 | - | - | |
2026.05 | 78.4 | 10.3 | - | 58.3 | - | |
2026.05 | 76.9 | 5.3 | 53.2 | - | - | |
2026.05 | 76.9 | 5.3 | - | 53.2 | - | |
2026.05 | 74 | 18.5 | 58.7 | - | - | |
2026.05 | 60.2 | 10.6 | 46.4 | - | - | |
2026.05 | 60.2 | 10.6 | - | 46.4 | - | |
2026.05 | 36.9 | 19.7 | 33.1 | - | - | |
2026.05 | 36.9 | 19.7 | - | 33.1 | - | |
2026.05 | 29.7 | 0.4 | 15.9 | - | - | |
2026.05 | 29.7 | 0.4 | - | 15.9 | - | |
2026.05 | 25.1 | 1.1 | 15.1 | - | - | |
2026.05 | 17.9 | 0 | 6.7 | - | - | |
2026.05 | 17.9 | 0 | - | 6.7 | - | |
2026.05 | 17.5 | 2.4 | 12.5 | - | - | |
2026.05 | 16.5 | 1.5 | - | 12.9 | - | |
2026.05 | 16 | 3.9 | 12.7 | - | - | |
2026.05 | 16 | 3.9 | - | 12.7 | - | |
2026.05 | 14 | 0 | - | 5.1 | - | |
2026.05 | 13.5 | 1.7 | 9.6 | - | - | |
2026.05 | 2.2 | 0.3 | - | 1.5 | - | |
2026.05 | 1.1 | 0.1 | - | 0.6 | - | |
2026.05 | 0.8 | 0.1 | - | 0.5 | - | |
2026.07 | - | - | - | - | 33.1 | |
2026.07 | - | - | - | - | 42.4 | |
2026.07 | - | - | - | - | 13.5 | |
2026.07 | - | - | - | - | 27.5 | |
2026.07 | - | - | - | - | 58.7 | |
2026.07 | - | - | - | - | 58.3 | |
2026.07 | - | - | - | - | 66.8 |