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Models/LSTR

LSTR

Reported on 6 benchmarks across 3 tasks · 2 papers · 2 SOTA

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

Time Series2 results

Action DetectiononTVSeries
mCAP· 2021-07-07
89.1
best: 89.6 (GateHUB)
SOTA
Long Short-Term Transformer for Online Action Detection arXiv:2107.03377
Action DetectiononTHUMOS'14
mAP· 2021-07-07
69.5
best: 72.5 (GateHUB(TimeSformer))
SOTA
Long Short-Term Transformer for Online Action Detection arXiv:2107.03377

Robots2 results

Autonomous VehiclesonTuSimple
Accuracy· 2020-11-09
96.18
best: 98.38 (SCNN_UNet_Attention_PL*)
End-to-end Lane Shape Prediction with Transformers arXiv:2011.04233
Autonomous VehiclesonTuSimple
F1 score· 2020-11-09
96.68
best: 97.95 (CLRNetV2 (ResNet34))
End-to-end Lane Shape Prediction with Transformers arXiv:2011.04233

Computer Vision2 results

Lane DetectiononTuSimple
Accuracy· 2020-11-09
96.18
best: 98.38 (SCNN_UNet_Attention_PL*)
End-to-end Lane Shape Prediction with Transformers arXiv:2011.04233
Lane DetectiononTuSimple
F1 score· 2020-11-09
96.68
best: 97.95 (CLRNetV2 (ResNet34))
End-to-end Lane Shape Prediction with Transformers arXiv:2011.04233