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Models/BEVFormer (EfficientNet-b4)

BEVFormer (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· 2022-03-31
44.5
best: 45.4 (PointBeV (EfficientNet-b4))
SOTA
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers arXiv:2203.17270
Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Short· 2022-03-31
69.9
best: 72.6 (PointBeV (EfficientNet-b4))
SOTA
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers arXiv:2203.17270

Audio2 results

10-shot image generationonLyft Level 5
IoU vehicle - 224x480 - Long· 2022-03-31
44.5
best: 45.4 (PointBeV (EfficientNet-b4))
SOTA
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers arXiv:2203.17270
10-shot image generationonLyft Level 5
IoU vehicle - 224x480 - Short· 2022-03-31
69.9
best: 72.6 (PointBeV (EfficientNet-b4))
SOTA
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers arXiv:2203.17270

Computer Vision2 results

Bird's-Eye View Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Long· 2022-03-31
44.5
best: 45.4 (PointBeV (EfficientNet-b4))
SOTA
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers arXiv:2203.17270
Bird's-Eye View Semantic SegmentationonLyft Level 5
IoU vehicle - 224x480 - Short· 2022-03-31
69.9
best: 72.6 (PointBeV (EfficientNet-b4))
SOTA
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers arXiv:2203.17270