TCNN

Reported on 3 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Medical1 result

Semantic SegmentationonEndoscapes
Mean F1· 2021-12-27
73.1
best: 73.2 (MoCo V2 Surg SSL - DeepLabv3+ head)
SOTA
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation arXiv:2112.13815

Audio1 result

10-shot image generationonEndoscapes
Mean F1· 2021-12-27
73.1
best: 73.2 (MoCo V2 Surg SSL - DeepLabv3+ head)
SOTA
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation arXiv:2112.13815

Graphs1 result

Node Property Predictiononogbn-products
Number of params
22624
best: 313612207 (Node2vec)