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Models/FIERY (static)

FIERY (static)

Reported on 9 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.

Medical3 results

Semantic SegmentationonnuScenes
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5· 2021-04-21
17.2
best: 19.9 (PointBeV)
SOTA
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490
Semantic SegmentationonnuScenes
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5· 2021-04-21
39.8
best: 44.7 (PointBeV)
SOTA
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490
Semantic SegmentationonnuScenes
IoU veh - 224x480 - No vis filter - 100x100 at 0.5· 2021-04-21
35.8
best: 39.9 (PointBeV)
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490

Audio3 results

10-shot image generationonnuScenes
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5· 2021-04-21
17.2
best: 19.9 (PointBeV)
SOTA
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490
10-shot image generationonnuScenes
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5· 2021-04-21
39.8
best: 44.7 (PointBeV)
SOTA
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490
10-shot image generationonnuScenes
IoU veh - 224x480 - No vis filter - 100x100 at 0.5· 2021-04-21
35.8
best: 39.9 (PointBeV)
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490

Computer Vision3 results

Bird's-Eye View Semantic SegmentationonnuScenes
IoU ped - 224x480 - Vis filter. - 100x100 at 0.5· 2021-04-21
17.2
best: 19.9 (PointBeV)
SOTA
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490
Bird's-Eye View Semantic SegmentationonnuScenes
IoU veh - 224x480 - Vis filter. - 100x100 at 0.5· 2021-04-21
39.8
best: 44.7 (PointBeV)
SOTA
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490
Bird's-Eye View Semantic SegmentationonnuScenes
IoU veh - 224x480 - No vis filter - 100x100 at 0.5· 2021-04-21
35.8
best: 39.9 (PointBeV)
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras arXiv:2104.10490