Object Detection on VOC (val)
134,899Label CountAL
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AL2026.06 | 134,899 | — | 81.5 | 56.2 | 61.5 | 69 | 65.6 | 46.6 | |
| TTN2026.06 | 78,403 | — | 79.4 | 62.8 | 66.2 | 71.6 | 67.5 | 47.8 | |
| TTNDlogic=task-specific detoxification2026.06 | 61,337 | — | 78.8 | 67.7 | 69.5 | 73.4 | 68.5 | 48.6 | |
| LIG*oracle=true2026.06 | 39,008 | — | 81.6 | 91.4 | 84.5 | 82.5 | 70.7 | 50 | |
| MAE-DET-MHead=FCOS, Resolution=1000 x 600, Epochs=12, FLOPS=123G2021.11 | — | 80.9 | — | — | — | — | — | — | |
| ResNet-50Head=FCOS, Resolution=1000 x 600, Epochs=12, FLOPS=120G2021.11 | — | 76.8 | — | — | — | — | — | — |