Object Detection on ILSVRC DET 2017 (unseen classes)
24.3mAPGenerative ZSD
Evaluation results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Generative ZSDEvaluation Protocol=Zero-shot Detection (ZSD)2020.10 | 24.3 | 6.2 | 18.6 | 0.7 | 5.9 | 50.9 | 8.2 | 2.1 | 55.3 | 11.5 | 14.3 | 3 | 15.4 | 2.7 | 11.4 | 41.9 | 16.4 | 79.6 | 67.6 | 14.5 | 30.7 | 0.1 | |
| SANEvaluation Protocol=Zero-shot Detection (ZSD), Labels=single-word description2020.10 | 16.4 | 5.6 | 1 | 0.1 | 0 | 27.8 | 1.7 | 1.5 | 1.6 | 7.2 | 2.2 | 0 | 4.1 | 5.3 | 26.7 | 65.6 | 4 | 47.3 | 71.5 | 21.5 | 26.2 | 1.2 | |
| SAN (Lmm)Evaluation Protocol=Zero-shot Detection (ZSD)2020.10 | 15 | 0 | 8 | 0.2 | 0.2 | 39.2 | 2.3 | 1.9 | 3.2 | 11.7 | 4.8 | 0 | 0 | 7.1 | 23.3 | 25.7 | 5 | 50.5 | 75.3 | 0 | 28.9 | 4.5 | |
| BaselineEvaluation Protocol=Zero-shot Detection (ZSD)2020.10 | 12.7 | 0 | 3.9 | 0.5 | 0 | 36.3 | 2.7 | 1.8 | 1.7 | 12.2 | 2.7 | 7 | 1 | 0.6 | 22 | 19 | 1.9 | 40.9 | 75.3 | 0.3 | 12 | 4 |