Object Detection on PASCAL VOC 2012 (test)
97.2mAP
InternImage-H
Updated 3d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022.11 | 97.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.11 | 92.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 86.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 86 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.05 | 83.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 83.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 82.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 82.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 82.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.05 | 82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 81.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 81 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 80.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.08 | 80.4 | 89.1 | 86.7 | 81.6 | 71 | 64.4 | 83.7 | 83.7 | 94 | 62.2 | 84.6 | 65.6 | 92.7 | 89.1 | 87.3 | 87.7 | 64.3 | 84.1 | 72.5 | 88.4 | 75.3 | - | |
2017.11 | 80.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 80.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 80.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 80.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 80 | 90.7 | 86.8 | 80.5 | 67.8 | 60.8 | 86.3 | 85.5 | 93.5 | 63.2 | 85.7 | 64.4 | 90.9 | 89 | 88.9 | 86.8 | 57.2 | 85.1 | 72.8 | 88.4 | 75.9 | - | |
2017.11 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 80 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 79.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 79.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 79.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 79.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.08 | 78.5 | 90 | 85.3 | 77.7 | 64.3 | 58.5 | 85.1 | 84.3 | 92.6 | 61.3 | 83.4 | 65.1 | 89.9 | 88.5 | 88.2 | 85.5 | 54.4 | 82.4 | 70.7 | 87.1 | 75.6 | - | |
2017.11 | 78.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 78.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.08 | 77.6 | 86.9 | 83.4 | 81.5 | 63.8 | 62.4 | 81.6 | 81.1 | 93.1 | 58 | 83.8 | 60.8 | 92.7 | 86 | 84.6 | 84.4 | 59 | 80.8 | 68.6 | 86.1 | 72.9 | - | |
2017.11 | 77.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.05 | 77.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 77.5 | 90.2 | 83.3 | 76.3 | 63 | 53.6 | 83.8 | 82.8 | 92 | 59.7 | 82.7 | 63.5 | 89.3 | 87.6 | 85.9 | 84.3 | 52.6 | 82.5 | 74.1 | 88.4 | 74.2 | - | |
2018.09 | 77.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.08 | 76.4 | 87.5 | 84.7 | 76.8 | 63.8 | 58.3 | 82.6 | 79 | 90.9 | 57.8 | 82 | 64.7 | 88.9 | 86.5 | 84.7 | 82.3 | 51.4 | 78.2 | 69.2 | 85.2 | 73.5 | - | |
2017.11 | 76.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 76.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 76.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 75.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 75.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 75.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 75.9 | 87.4 | 83.6 | 76.8 | 62.9 | 59.6 | 81.9 | 82 | 91.3 | 54.9 | 82.6 | 59 | 89 | 85.5 | 84.7 | 84.1 | 52.2 | 78.9 | 65.5 | 85.4 | 70.2 | - | |
2017.07 | 75.9 | 87.4 | 83.6 | 76.8 | 62.9 | 59.6 | 81.9 | 82 | 91.3 | 54.9 | 82.6 | 59 | 89 | 85.5 | 84.7 | 84.1 | 52.2 | 78.9 | 65.5 | 85.4 | 70.2 | - | |
2017.11 | 75.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.08 | 75.8 | 88.1 | 82.9 | 74.4 | 61.9 | 47.6 | 82.7 | 78.8 | 91.5 | 58.1 | 80 | 64.1 | 89.4 | 85.7 | 85.5 | 82.6 | 50.2 | 79.8 | 73.6 | 86.6 | 72.1 | - | |
2017.11 | 75.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 75.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 75.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2018.09 | 75.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.12 | 74.9 | 87.4 | 82.3 | 75.8 | 59 | 52.6 | 81.7 | 81.5 | 90 | 55.4 | 79 | 59.8 | 88.4 | 84.3 | 84.7 | 83.3 | 50.2 | 78 | 66.3 | 86.3 | 72 | - | |
2015.12 | 74.9 | 87.4 | 82.3 | 75.8 | 59 | 52.6 | 81.7 | 81.5 | 90 | 55.4 | 79 | 59.8 | 88.4 | 84.3 | 84.7 | 83.3 | 50.2 | 78 | 66.3 | 86.3 | 72 | - | |
2017.07 | 74.4 | 86.5 | 81.9 | 76.2 | 63.4 | 55.4 | 80.8 | 80.1 | 89.7 | 51.6 | 78.6 | 56.2 | 88.8 | 84.8 | 85.5 | 82.6 | 50.6 | 78.1 | 64.1 | 85.6 | 68.1 | - | |
2015.06 | 73.9 | 85.5 | 82.9 | 76.6 | - | 57.8 | 62.7 | 79.4 | 77.2 | 86.6 | 55 | 79.1 | 62.2 | 87 | 83.4 | 84.7 | 78.9 | 45.3 | 73.4 | 65.8 | 80.3 | - | |
2017.11 | 73.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 73.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.12 | 73.8 | 86.5 | 81.6 | 77.2 | 58 | 51 | 78.6 | 76.6 | 93.2 | 48.6 | 80.4 | 59 | 92.1 | 85.3 | 84.8 | 80.7 | 48.1 | 77.3 | 66.5 | 84.7 | 65.6 | - | |
2017.08 | 73.8 | 86.5 | 81.6 | 77.2 | 58 | 51 | 78.6 | 76.6 | 93.2 | 48.6 | 80.4 | 59 | 92.1 | 85.3 | 84.8 | 80.7 | 48.1 | 77.3 | 66.5 | 84.7 | 65.6 | - | |
2017.11 | 73.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.05 | 73.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 73.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 73.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.12 | 73.4 | 86.3 | 82 | 74.8 | 59.2 | 51.8 | 79.8 | 76.5 | 90.6 | 52.1 | 78.2 | 58.5 | 89.3 | 82.5 | 83.4 | 81.3 | 49.1 | 77.2 | 62.4 | 83.8 | 68.7 | - | |
2017.11 | 73.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.11 | 73 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2016.12 | 72.4 | 85.6 | 80.1 | 70.5 | 57.6 | 46.2 | 79.4 | 76.1 | 89.2 | 53 | 77 | 60.8 | 87 | 83.1 | 82.3 | 79.4 | 45.9 | 75.9 | 69.5 | 81.9 | 67.5 | - | |
2015.12 | 72.4 | 85.6 | 80.1 | 70.5 | 57.6 | 46.2 | 79.4 | 76.1 | 89.2 | 53 | 77 | 60.8 | 87 | 83.1 | 82.3 | 79.4 | 45.9 | 75.9 | 69.5 | 81.9 | 67.5 | - | |
2017.11 | 71.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.04 | 71.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 71.4 | 84.2 | 78.5 | 73.6 | - | 55.6 | 53.7 | 78.7 | 79.8 | 87.7 | 49.6 | 74.9 | 52.1 | 86 | 81.7 | 83.3 | 81.8 | 48.6 | 73.5 | 59.4 | 79.9 | - | |
2017.08 | 71.4 | 84.2 | 78.5 | 73.6 | 55.6 | 53.7 | 78.7 | 79.8 | 87.7 | 49.6 | 74.9 | 52.1 | 86 | 81.7 | 83.3 | 81.8 | 48.6 | 73.5 | 59.4 | 79.9 | 65.7 | - | |
2017.11 | 71.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 71.3 | 84.1 | 78.3 | 73.3 | - | 55.5 | 53.6 | 78.6 | 79.6 | 87.5 | 49.5 | 74.9 | 52.1 | 85.6 | 81.6 | 83.2 | 81.6 | 48.4 | 73.2 | 59.3 | 79.7 | - | |
2017.04 | 71.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 70.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 70.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 70.7 | 83.4 | 78.5 | 73.5 | - | 55.8 | 43.4 | 79.1 | 73.1 | 89.4 | 49.4 | 75.5 | 57 | 87.5 | 80.9 | 81 | 74.7 | 41.8 | 71.5 | 68.5 | 82.1 | - | |
2015.06 | 70.7 | 85 | 79.6 | 71.5 | - | 55.3 | 57.7 | 76 | 73.9 | 84.6 | 50.5 | 74.3 | 61.7 | 85.5 | 79.9 | 81.7 | 76.4 | 41 | 69 | 61.2 | 77.7 | - | |
2015.12 | 70.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 70.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 70.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 70.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 70.4 | 84.9 | 79.8 | 74.3 | - | 53.9 | 49.8 | 77.5 | 75.9 | 88.5 | 45.6 | 77.1 | 55.3 | 86.9 | 81.7 | 80.9 | 79.6 | 40.1 | 72.6 | 60.9 | 81.2 | - | |
2016.12 | 70.4 | 84.9 | 79.8 | 74.3 | 53.9 | 49.8 | 77.5 | 75.9 | 88.5 | 45.6 | 77.1 | 55.3 | 86.9 | 81.7 | 80.9 | 79.6 | 40.1 | 72.6 | 60.9 | 81.2 | 61.5 | - | |
2015.12 | 70.4 | 84.9 | 79.8 | 74.3 | 53.9 | 49.8 | 77.5 | 75.9 | 88.5 | 45.6 | 77.1 | 55.3 | 86.9 | 81.7 | 80.9 | 79.6 | 40.1 | 72.6 | 60.9 | 81.2 | 61.5 | - | |
2017.07 | 70.4 | 84.9 | 79.8 | 74.3 | 53.9 | 49.8 | 77.5 | 75.9 | 88.5 | 45.6 | 77.1 | 55.3 | 86.9 | 81.7 | 80.9 | 79.6 | 40.1 | 72.6 | 60.9 | 81.2 | 61.5 | - | |
2017.11 | 70.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
| 70.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
2015.06 | 70.1 | 84 | 79.4 | 71.6 | - | 51.9 | 51.1 | 74.1 | 72.1 | 88.6 | 48.3 | 73.4 | 57.8 | 86.1 | 80 | 80.7 | 70.4 | 46.6 | 69.6 | 68.8 | 75.9 | - | |
2017.04 | 69.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.04 | 69 | 82.2 | 75.6 | 69.2 | 52 | 47.2 | 76.3 | 71.2 | 88.5 | 46.8 | 74 | 58.1 | 85.6 | 80.3 | 80.5 | 74.7 | 41.5 | 70.4 | 62.2 | 77.4 | 67 | - | |
2015.06 | 68.8 | 82.8 | 79 | 71.6 | - | 52.3 | 53.7 | 74.1 | 69 | 84.9 | 46.9 | 74.3 | 53.1 | 85 | 81.3 | 79.5 | 72.2 | 38.9 | 72.4 | 59.5 | 76.7 | - | |
2015.04 | 68.4 | 82.3 | 78.4 | 70.8 | 52.3 | 38.7 | 77.8 | 71.6 | 89.3 | 44.2 | 73 | 55 | 87.5 | 80.5 | 80.8 | 72 | 35.1 | 68.3 | 65.7 | 80.4 | 64.2 | - | |
2015.12 | 68.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.12 | 68.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 68.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2015.06 | 68.4 | 82.3 | 78.4 | 70.8 | - | 52.3 | 38.7 | 77.8 | 71.6 | 89.3 | 44.2 | 73 | 55 | 87.5 | 80.5 | 80.8 | 72 | 35.1 | 68.3 | 65.7 | 80.4 | - | |
2016.12 | 68.4 | 82.3 | 78.4 | 70.8 | 52.3 | 38.7 | 77.8 | 71.6 | 89.3 | 44.2 | 73 | 55 | 87.5 | 80.5 | 80.8 | 72 | 35.1 | 68.3 | 65.7 | 80.4 | 64.2 | - |
Showing 100 of 274 rows