PointBeV (EfficientNet-b4)

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical2 results

Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Long· 2023-12-01
45.4
SOTA
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703
Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Short· 2023-12-01
72.6
SOTA
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703

Audio2 results

10-shot image generationonLyft Level 5
IoU vehicle - 224x480 - Long· 2023-12-01
45.4
SOTA
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703
10-shot image generationonLyft Level 5
IoU vehicle - 224x480 - Short· 2023-12-01
72.6
SOTA
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703

Computer Vision2 results

Bird's-Eye View Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Long· 2023-12-01
45.4
SOTA
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703
Bird's-Eye View Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Short· 2023-12-01
72.6
SOTA
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703