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Models/PFPN (ideal number of groups)

PFPN (ideal number of groups)

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 SegmentationonCOCO panoptic
PQst· 2023-02-07
30.572
SOTA
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
Semantic SegmentationonCOCO panoptic
PQth· 2023-02-07
49.816
SOTA
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
Semantic SegmentationonCOCO panoptic
PQ· 2023-02-07
42.147
best: 58.2 (VAN-B6*)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193

Audio3 results

10-shot image generationonCOCO panoptic
PQst· 2023-02-07
30.572
SOTA
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
10-shot image generationonCOCO panoptic
PQth· 2023-02-07
49.816
SOTA
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
10-shot image generationonCOCO panoptic
PQ· 2023-02-07
42.147
best: 58.2 (VAN-B6*)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193

Computer Vision3 results

Panoptic SegmentationonCOCO panoptic
PQst· 2023-02-07
30.572
SOTA
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
Panoptic SegmentationonCOCO panoptic
PQth· 2023-02-07
49.816
SOTA
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193
Panoptic SegmentationonCOCO panoptic
PQ· 2023-02-07
42.147
best: 58.2 (VAN-B6*)
On the Ideal Number of Groups for Isometric Gradient Propagation arXiv:2302.03193