Object Detection on MS COCO (test-dev)
78.5mAP@.5
DyHead+
Updated 3d ago
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.06 | 78.5 | 60.6 | 43.9 | 64 | 74.2 | 66.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 77.1 | 58.7 | 41.7 | 62 | 72.8 | 64.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 74.4 | - | - | - | - | 62.1 | - | - | - | - | - | - | - | - | - | - | - | 56.8 | - | - | - | |
2022.07 | 74.4 | - | 39.3 | 60.5 | 69 | 62.1 | - | - | - | - | - | - | - | - | - | - | 36 | 56.8 | - | - | - | |
2020.12 | 74.4 | 56.8 | 39.3 | 60.5 | 69 | 62.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.11 | 74.3 | - | 37.2 | 57.9 | 68 | 59.9 | - | - | - | - | - | - | - | - | - | - | - | 55.1 | - | - | - | |
2022.07 | 74.2 | - | - | - | - | 59.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 74.1 | - | - | - | - | 61.9 | - | - | - | - | - | - | - | - | - | - | - | 56.5 | - | - | - | |
2022.07 | 74.1 | - | 38.9 | 60.4 | 68.7 | 61.9 | - | - | - | - | - | - | - | - | - | - | 34 | 56.5 | - | - | - | |
2020.12 | 74.1 | 56.5 | 38.9 | 60.4 | 68.7 | 61.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.12 | 74.1 | 56.9 | 39 | 60.5 | 70 | 62.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 74 | 56.4 | 38.7 | 59.7 | 68.6 | 61.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 74 | - | - | - | - | 61.8 | - | - | - | - | - | - | - | - | - | - | - | 56.6 | - | - | - | |
2022.07 | 74 | - | 38.8 | 60.1 | 69.5 | 61.8 | - | - | - | - | - | - | - | - | - | - | 44 | 56.6 | - | - | - | |
2022.07 | 73.8 | - | - | - | - | 59.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 73.7 | 57.1 | 38.7 | 59.2 | 71.3 | 62.4 | - | - | - | - | 40.9 | 67.4 | 72.2 | 54.8 | 75.1 | 86.8 | - | - | - | - | - | |
2022.07 | 73.5 | - | - | - | - | 61.2 | - | - | - | - | - | - | - | - | - | - | - | 56 | - | - | - | |
2022.07 | 73.5 | - | 38 | 59.9 | 68.4 | 61.2 | - | - | - | - | - | - | - | - | - | - | 56 | 56 | - | - | - | |
2020.11 | 73.4 | - | 38.4 | 59.4 | 67.7 | 60.8 | - | - | - | - | - | - | - | - | - | - | - | 55.5 | - | - | - | |
2022.07 | 73.4 | - | - | - | - | 61.1 | - | - | - | - | - | - | - | - | - | - | - | 55.8 | - | - | - | |
2022.07 | 73.4 | - | 38.4 | 59.7 | 67.7 | 61.1 | - | - | - | - | - | - | - | - | - | - | 45 | 55.8 | - | - | - | |
2021.04 | 73.3 | 56 | 38.9 | 60 | 68.6 | 61.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 73.3 | 56 | 38.9 | 60 | 68.6 | 61.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 73.1 | - | - | - | - | 58.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.08 | 73 | 55.1 | 37.4 | 58.2 | 67 | 60.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 72.8 | 55.1 | 37.8 | 58.9 | 66.5 | 60.4 | - | - | - | - | - | - | 71.5 | - | - | - | - | - | - | - | - | |
2021.12 | 72.8 | 55.5 | 38.1 | 59.3 | 66.8 | 60.9 | - | - | - | - | - | - | 73.4 | - | - | - | - | - | - | - | - | |
2022.07 | 72.7 | - | - | - | - | 60.5 | - | - | - | - | - | - | - | - | - | - | - | 55.2 | - | - | - | |
2022.07 | 72.7 | - | 37.7 | 59.1 | 67.1 | 60.5 | - | - | - | - | - | - | - | - | - | - | 66 | 55.2 | - | - | - | |
2020.11 | 72.6 | - | 36.8 | 58.3 | 65.9 | 59.8 | - | - | - | - | - | - | - | - | - | - | - | 54.5 | - | - | - | |
2022.07 | 72.6 | - | - | - | - | 60.1 | - | - | - | - | - | - | - | - | - | - | - | 54.9 | - | - | - | |
2022.07 | 72.6 | - | 37.3 | 58.7 | 67.1 | 60.1 | - | - | - | - | - | - | - | - | - | - | 84 | 54.9 | - | - | - | |
2020.12 | 72.6 | 54.5 | 36.8 | 58.3 | 65.9 | 59.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.11 | 72.4 | - | 35.8 | 57 | 66.3 | 58.4 | - | - | - | - | - | - | - | - | - | - | - | 53.7 | - | - | - | |
2022.07 | 72.4 | - | - | - | - | 58.4 | - | - | - | - | - | - | - | - | - | - | - | 55.1 | - | - | - | |
2022.07 | 72.4 | - | - | - | - | 58.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 72.1 | 54 | 37.1 | 57.2 | 66.3 | 59.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.09 | 71.9 | 53.3 | 35.5 | 55.8 | 66.7 | 58.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.10 | 71.9 | 51.2 | 33.8 | 54.8 | 64.2 | 56 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 71.9 | 52.3 | 34.4 | 54.4 | 65.6 | 58.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 71.8 | 52.1 | 35.4 | 55 | 63.6 | 56.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 71.8 | - | - | - | - | 57.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.08 | 71.6 | 53.7 | 34.4 | 57.5 | 67.5 | 58.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 71.6 | 53.8 | 36.3 | 57.8 | 64.9 | 58.9 | - | - | - | - | - | - | 70.3 | - | - | - | - | - | - | - | - | |
2021.12 | 71.6 | 54.1 | 36.6 | 58.1 | 65.3 | 59.4 | - | - | - | - | - | - | 72.4 | - | - | - | - | - | - | - | - | |
2020.11 | 71.5 | - | 34.9 | 56 | 65.4 | 57.2 | - | - | - | - | - | - | - | - | - | - | - | 52.6 | - | - | - | |
2020.08 | 71.4 | 52.2 | 34.8 | 55.5 | 64.6 | 56.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 71.4 | 52.2 | - | - | - | 56.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 71.4 | 53.2 | 33.2 | 56.2 | 68.7 | 57.4 | - | - | - | - | 39.2 | 61.6 | 64 | 43.2 | 67.7 | 80.7 | - | - | - | - | - | |
2022.07 | 71.4 | - | - | - | - | 57.9 | - | - | - | - | - | - | - | - | - | - | - | 53 | - | - | - | |
2022.07 | 71.4 | - | - | - | - | 58.9 | - | - | - | - | - | - | - | - | - | - | - | 53.9 | - | - | - | |
2022.07 | 71.4 | - | 33.7 | 57.1 | 66.8 | 57.9 | - | - | - | - | - | - | - | - | - | - | 87 | 53 | - | - | - | |
2022.07 | 71.4 | - | 36.1 | 57.7 | 65.6 | 58.9 | - | - | - | - | - | - | - | - | - | - | 76 | 53.9 | - | - | - | |
2020.12 | 71.4 | 53 | 33.7 | 57.1 | 66.8 | 57.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.08 | 71.2 | 51.7 | 34.1 | 55.2 | 64.1 | 56 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 71.2 | - | - | - | - | 57.8 | - | - | - | - | - | - | - | - | - | - | - | 53.1 | - | - | - | |
2022.07 | 71.2 | - | 33.8 | 57.1 | 67.4 | 57.8 | - | - | - | - | - | - | - | - | - | - | 114 | 53.1 | - | - | - | |
2020.12 | 71.2 | 53.1 | 33.8 | 57.1 | 67.4 | 57.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 71.1 | 53.5 | 35.2 | 56.4 | 65.8 | 59.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 71.1 | 53.5 | 35.2 | 56.4 | 65.8 | 59.2 | - | - | - | - | 39.8 | 66.2 | 71.4 | 53.7 | 74.1 | 85.3 | - | - | - | - | - | |
2020.12 | 71.1 | 53.3 | 34.1 | 57.3 | 66.2 | 58.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 70.9 | 53.3 | 35.7 | 56.1 | 65.6 | 59.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 70.9 | 53.3 | 35.7 | 56.1 | 65.6 | 59.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 70.9 | 53.7 | 35.1 | 56 | 66.7 | 59.7 | - | - | - | - | 39.8 | 66.6 | 71.8 | 54.3 | 74.5 | 86.2 | - | - | - | - | - | |
2021.06 | 70.7 | 52.3 | 35.1 | 56.2 | 63.4 | 57.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.09 | 70.6 | 52.8 | 34.9 | 55.4 | 65.3 | 58 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.11 | 70.5 | - | 33.9 | 54.7 | 64.1 | 56.7 | - | - | - | - | - | - | - | - | - | - | - | 51.5 | - | - | - | |
2020.10 | 70.4 | 52.7 | 35.8 | 55.3 | 64.7 | 58.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.11 | 70.4 | - | 33.6 | 53.9 | 62.1 | 54.9 | - | - | - | - | - | - | - | - | - | - | - | 50.7 | - | - | - | |
2021.06 | 70.4 | 52.7 | 35.8 | 55.3 | 64.7 | 58.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.12 | 70.4 | 52.5 | 33.4 | 56.2 | 65.8 | 57.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.11 | 70.3 | - | 33.4 | 55.7 | 63.4 | 56.6 | - | - | - | - | - | - | - | - | - | - | - | 51.8 | - | - | - | |
2021.04 | 70.3 | 51.1 | 31.2 | 54.3 | 65 | 55.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 70.1 | 52.1 | 34.5 | 54.6 | 63.6 | 57.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 70.1 | 52.1 | 34.5 | 54.6 | 63.6 | 57.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 70.1 | 52.1 | 34.5 | 54.6 | 63.6 | 57.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.12 | 70 | 51.8 | 32.6 | 55.5 | 64.6 | 56.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 69.9 | - | - | - | - | 56.5 | - | - | - | - | - | - | - | - | - | - | - | 52.2 | - | - | - | |
2022.07 | 69.9 | - | 33.3 | 56.3 | 66.4 | 56.5 | - | - | - | - | - | - | - | - | - | - | 45 | 52.2 | - | - | - | |
2021.06 | 69.8 | 50.1 | 31.3 | 53.3 | 63.7 | 54.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2019.09 | 69.7 | 48.3 | 31.4 | 51.6 | 60.7 | 53.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 69.7 | 48.4 | 31.8 | 51.3 | 60.3 | 53.5 | - | - | - | - | - | - | - | - | - | - | 0.7 | - | - | - | - | |
2020.08 | 69.7 | 51.3 | 31.9 | 54.7 | 64.4 | 55.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.04 | 69.7 | 51.4 | 34 | 53.8 | 64 | 57 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 69.7 | 50.1 | 30.6 | 52.8 | 64.7 | 54.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 69.7 | 48.4 | 31.8 | 51.3 | 60.3 | 53.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 69.7 | - | - | - | - | 55.9 | - | - | - | - | - | - | - | - | - | - | - | 51.4 | - | - | - | |
2022.07 | 69.7 | - | 31.8 | 55.5 | 65 | 55.9 | - | - | - | - | - | - | - | - | - | - | 161 | 51.4 | - | - | - | |
2020.12 | 69.7 | 51.4 | 31.8 | 55.5 | 65 | 55.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 69.6 | - | - | - | - | 55.7 | - | - | - | - | - | - | - | - | - | - | - | 51.1 | - | - | - | |
2022.07 | 69.6 | - | 31.7 | 55.3 | 64.7 | 55.7 | - | - | - | - | - | - | - | - | - | - | 106 | 51.1 | - | - | - | |
2020.12 | 69.6 | 51.1 | 31.7 | 55.3 | 64.7 | 55.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.12 | 69.5 | 48.9 | 30.8 | 55.9 | 60.2 | 55.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.12 | 69.5 | 48.9 | 30.8 | 55.9 | 60.2 | 55.9 | - | - | - | - | - | - | - | - | - | - | 11.6 | - | - | - | - | |
2021.04 | 69.4 | 50.4 | 31 | 53.3 | 64 | 54.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.08 | 69.3 | 50.8 | 31.6 | 54.2 | 64.4 | 55.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 69.2 | 51.2 | 33.5 | 55.1 | 62.1 | 56.2 | - | - | - | - | - | - | 68.1 | - | - | - | - | - | - | - | - | |
2021.12 | 69.2 | 51.5 | 33.7 | 55.4 | 62.5 | 56.7 | - | - | - | - | - | - | 70.2 | - | - | - | - | - | - | - | - | |
2022.04 | 69.2 | 51.5 | 31 | 54.4 | 65.7 | 56.2 | - | - | - | - | 38.5 | 63.1 | 67.5 | 45.6 | 71.7 | 84.6 | - | - | - | - | - | |
2020.10 | 69 | 50.3 | 32.8 | 55 | 65.8 | 55 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
Showing 100 of 759 rows
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