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Models/PointBeV (ResNet-50)

PointBeV (ResNet-50)

Reported on 6 benchmarks across 3 tasks · 1 paper

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
44.5
best: 45.4 (PointBeV (EfficientNet-b4))
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703
Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Short· 2023-12-01
72.3
best: 72.6 (PointBeV (EfficientNet-b4))
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
44.5
best: 45.4 (PointBeV (EfficientNet-b4))
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703
10-shot image generationonLyft Level 5
IoU vehicle - 224x480 - Short· 2023-12-01
72.3
best: 72.6 (PointBeV (EfficientNet-b4))
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
44.5
best: 45.4 (PointBeV (EfficientNet-b4))
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
72.3
best: 72.6 (PointBeV (EfficientNet-b4))
PointBeV: A Sparse Approach to BeV Predictions arXiv:2312.00703