模型 | 飞 机 | 自 行 车 | 鸟 | 船 | 酒 瓶 | 公 交 车 | 汽 车 | 猫 | 椅 子 | 牛 | 桌 子 | 狗 | 马 | 摩 托 车 | 人 | 盆 栽 | 羊 | 沙 发 | 火 车 | 电 视 机 | 平均精度 |
GMN [13] | 41.6 | 59.6 | 60.3 | 48.0 | 79.2 | 70.2 | 67.4 | 64.9 | 39.2 | 61.3 | 66.9 | 59.8 | 61.1 | 59.8 | 37.2 | 78.2 | 68.0 | 49.9 | 84.2 | 91.4 | 62.4 |
PCA [14] | 49.8 | 61.9 | 65.3 | 57.2 | 78.8 | 75.6 | 64.7 | 69.7 | 41.6 | 63.4 | 50.7 | 67.1 | 66.7 | 61.6 | 44.5 | 81.2 | 67.8 | 59.2 | 78.5 | 90.4 | 64.8 |
CIE-H [26] | 49.4 | 63.1 | 70.7 | 53.0 | 82.4 | 75.4 | 67.7 | 72.3 | 42.4 | 66.9 | 69.9 | 69.5 | 70.7 | 62.0 | 46.7 | 85.0 | 70.0 | 61.8 | 80.2 | 91.8 | 67.6 |
LCS [17] | 46.9 | 58.0 | 63.6 | 69.9 | 87.8 | 79.8 | 71.8 | 60.3 | 44.8 | 64.3 | 79.4 | 57.5 | 64.4 | 57.6 | 52.4 | 96.1 | 62.9 | 65.8 | 94.4 | 92.0 | 68.5 |
EAGM [18] | 49.4 | 62.1 | 64.6 | 75.3 | 90.9 | 80.9 | 71.1 | 61.3 | 48.7 | 65.9 | 87.5 | 58.4 | 66.3 | 60.1 | 56.3 | 97.1 | 64.7 | 60.6 | 96.0 | 93.0 | 70.5 |
NGM-v2 [19] | 61.8 | 71.2 | 77.6 | 78.8 | 87.3 | 93.6 | 87.7 | 79.8 | 55.4 | 77.8 | 89.5 | 78.8 | 80.1 | 79.2 | 62.6 | 97.7 | 77.7 | 75.7 | 96.7 | 93.2 | 80.1 |
CEGM | 60.7 | 73.9 | 80.2 | 80.6 | 88.5 | 94.6 | 88.9 | 81.6 | 57.8 | 79.9 | 90.5 | 79.1 | 79.6 | 79.6 | 62.5 | 98.5 | 77.7 | 82.3 | 98.7 | 93.2 | 81.4 |