Long-term Action Anticipation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
39.55MoC Accuracy
56
Feb 26, 2026
0.679ED@Z=20 Verb
31
Feb 26, 2026
81.8mAP (ALL)
10
Jun 16, 2026
43.5mAP (ALL)
10
Jun 16, 2026
39.55MoC (alpha=0.2, beta=0.1)
10
Feb 26, 2026
0.65Noun ED
10
Feb 26, 2026
0.725Verbs Error Distance (ED)
9
Jun 5, 2026
28.25MoC (alpha=0.2, beta=0.1)
9
Feb 26, 2026
0.659Verb ED
6
Feb 26, 2026
62.64Noun ED
6
Feb 26, 2026
42.2Anticipation Score (alpha=0.01)
3
Feb 26, 2026
51.16Anticipation Score (alpha=0.2) @ Horizon 0.01
3
Feb 26, 2026