HyperAI超神经

3D Object Detection On Nuscenes Camera Only

评估指标

Future Frame
NDS

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称Future FrameNDS
far3d-expanding-the-horizon-for-surround-viewfalse68.7
bevdet4d-exploit-temporal-cues-in-multifalse56.9
cape-camera-view-position-embedding-for-multifalse62.8
bevdepth-acquisition-of-reliable-depth-forfalse60.9
petrv2-a-unified-framework-for-3d-perceptionfalse59.2
sa-bev-generating-semantic-aware-bird-s-eyefalse62.4
time-will-tell-new-outlooks-and-a-baselinefalse61.9
exploring-object-centric-temporal-modelingfalse67.6
temporal-enhanced-training-of-multi-view-3dyes68.5
bevstereo-enhancing-depth-estimation-in-multifalse61.0
beam-beta-distribution-ray-denoising-forfalse68.6
bevdistill-cross-modal-bev-distillation-forfalse59.4
polarformer-multi-camera-3d-object-detectionfalse57.2
sparsebev-high-performance-sparse-3d-objectyes67.5
geobev-learning-geometric-bev-representationfalse66.2
bevformer-v2-adapting-modern-image-backbonesyes63.4
leveraging-vision-centric-multi-modal-1false67.2
seabird-segmentation-in-bird-s-view-with-dicefalse59.7
bevformer-learning-bird-s-eye-viewfalse56.9