Learn to cycle: Time-consistent feature discovery for action recognition

Open paper
Benchmark Model Rank Results
action-classification-on-kinetics-700SRTG r3d-101#25Top-1 Accuracy: 56.46Top-5 Accuracy: 76.82
action-classification-on-kinetics-700SRTG r(2+1)d-50#26Top-1 Accuracy: 54.17Top-5 Accuracy: 74.62
action-classification-on-kinetics-700SRTG r3d-50#27Top-1 Accuracy: 53.52Top-5 Accuracy: 74.17
action-classification-on-kinetics-700SRTG r(2+1)d-34#29Top-1 Accuracy: 49.43Top-5 Accuracy: 73.23
action-classification-on-kinetics-700SRTG r3d-34#30Top-1 Accuracy: 49.15Top-5 Accuracy: 72.68
action-classification-on-moments-in-timeSRTG r3d-101#14Top 1 Accuracy: 33.56Top 5 Accuracy: 58.49
action-classification-on-moments-in-timeSRTG r(2+1)d-50#17Top 1 Accuracy: 31.60Top 5 Accuracy: 56.80
action-classification-on-moments-in-timeSRTG r3d-50#18Top 1 Accuracy: 30.72Top 5 Accuracy: 55.65
action-classification-on-moments-in-timeSRTG r(2+1)d-34#20Top 1 Accuracy: 28.97Top 5 Accuracy: 54.18
action-classification-on-moments-in-timeSRTG r3d-34#21Top 1 Accuracy: 28.55Top 5 Accuracy: 52.35
action-recognition-on-hacsSRTG r(2+1)d-101#3Top 1 Accuracy: 84.33Top 5 Accuracy: 96.85
action-recognition-on-hacsSRTG r(2+1)d-50#4Top 1 Accuracy: 83.77Top 5 Accuracy: 96.56
action-recognition-on-hacsSRTG r3d-101#5Top 1 Accuracy: 81.66Top 5 Accuracy: 96.33
action-recognition-on-hacsSRTG r(2+1)d-34#6Top 1 Accuracy: 80.39Top 5 Accuracy: 94.27
action-recognition-on-hacsSRTG r3d-50#7Top 1 Accuracy: 80.36Top 5 Accuracy: 95.55
action-recognition-on-hacsSRTG r3d-34#8Top 1 Accuracy: 78.60Top 5 Accuracy: 93.57

Rank counts only results with a code link.